FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2104317510> ?p ?o ?g. }

• W2104317510 endingPage "2321" @default.
• W2104317510 startingPage "2312" @default.
• W2104317510 abstract "The regulatory limit in Canada for bulk tank somatic cell count (BTSCC) was recently lowered from 500,000 to 400,000 cells/mL. Herd indices based on changes in cow somatic cell count over 2 consecutive months (e.g., proportion of healthy or chronically infected cows, cows cured, and new intramammary infection rate) could be used as predictors for BTSCC violations. The objective of this study was to develop a predictive model for exceeding the limit of 400,000 cells/mL in the next month using these herd indices. Dairy Herd Improvement (DHI) data were used from 924 dairy herds in Québec, Canada. Test-day BTSCC was estimated by dividing the sum of all cows’ DHI test-day somatic cell count times DHI test-day milk production by the total volume of milk produced by the herd on that test-day. In total, 986 of 8,681 (11.4%) estimated BTSCC exceeded 400,000 cells/mL. The final predictive model included 6 variables: mean herd somatic cell score at the current test-month, proportion of cows >500,000 cells/mL at the current test-month, proportion of healthy cows during lactation at the current test-month, proportion of chronically infected cows at the current test-month, average days in milk at the current test-month, and annual mean daily milk production. The optimized sensitivity and specificity of the model were 76 and 74%, respectively. The positive predictive value and negative predictive value were 25 and 95%, respectively. This low positive predictive value and high negative predictive value demonstrated that the model was less accurate at predicting herds that would violate the estimated BTSCC threshold but very accurate at identifying herds that would not. In addition, the area under the curve for the receiver operating characteristic curve was 0.82, suggesting that the model had excellent discrimination between test-months that did and did not exceed 400,000 cells/mL. An internal validation was completed using a bootstrapped resampling-based estimation method and confirmed that the final model provided a validated estimate of predictive accuracy. This model could be used to monitor and advise clients on impending risks of exceeding the BTSCC limit." @default.
• W2104317510 created "2016-06-24" @default.
• W2104317510 creator A5007037312 @default.
• W2104317510 creator A5077410449 @default.
• W2104317510 creator A5081571401 @default.
• W2104317510 creator A5083062403 @default.
• W2104317510 creator A5087648445 @default.
• W2104317510 date "2015-04-01" @default.
• W2104317510 modified "2023-10-14" @default.
• W2104317510 title "Prediction of bulk tank somatic cell count violations based on monthly individual cow somatic cell count data" @default.
• W2104317510 cites W127748402 @default.
• W2104317510 cites W1951724000 @default.
• W2104317510 cites W1971494705 @default.
• W2104317510 cites W1973948212 @default.
• W2104317510 cites W1985376695 @default.
• W2104317510 cites W1995945562 @default.
• W2104317510 cites W1998659970 @default.
• W2104317510 cites W2003094610 @default.
• W2104317510 cites W2005873212 @default.
• W2104317510 cites W2014189731 @default.
• W2104317510 cites W2060374620 @default.
• W2104317510 cites W2074932800 @default.
• W2104317510 cites W2093291405 @default.
• W2104317510 cites W2094681746 @default.
• W2104317510 cites W2097360283 @default.
• W2104317510 cites W2098787020 @default.
• W2104317510 cites W2108191500 @default.
• W2104317510 cites W2121093589 @default.
• W2104317510 cites W2129925362 @default.
• W2104317510 cites W2135046866 @default.
• W2104317510 cites W2148371346 @default.
• W2104317510 cites W2410265302 @default.
• W2104317510 cites W2582743722 @default.
• W2104317510 cites W2797320655 @default.
• W2104317510 cites W3148930403 @default.
• W2104317510 cites W3175417087 @default.
• W2104317510 cites W7470303 @default.
• W2104317510 doi "https://doi.org/10.3168/jds.2014-7965" @default.
• W2104317510 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/25704970" @default.
• W2104317510 hasPublicationYear "2015" @default.
• W2104317510 type Work @default.
• W2104317510 sameAs 2104317510 @default.
• W2104317510 citedByCount "1" @default.
• W2104317510 countsByYear W21043175102018 @default.
• W2104317510 crossrefType "journal-article" @default.
• W2104317510 hasAuthorship W2104317510A5007037312 @default.
• W2104317510 hasAuthorship W2104317510A5077410449 @default.
• W2104317510 hasAuthorship W2104317510A5081571401 @default.
• W2104317510 hasAuthorship W2104317510A5083062403 @default.
• W2104317510 hasAuthorship W2104317510A5087648445 @default.
• W2104317510 hasBestOaLocation W21043175101 @default.
• W2104317510 hasConcept C104317684 @default.
• W2104317510 hasConcept C126322002 @default.
• W2104317510 hasConcept C134305767 @default.
• W2104317510 hasConcept C140793950 @default.
• W2104317510 hasConcept C194775826 @default.
• W2104317510 hasConcept C22641795 @default.
• W2104317510 hasConcept C2776659692 @default.
• W2104317510 hasConcept C2776792119 @default.
• W2104317510 hasConcept C2776977481 @default.
• W2104317510 hasConcept C2779234561 @default.
• W2104317510 hasConcept C2780548643 @default.
• W2104317510 hasConcept C3019719930 @default.
• W2104317510 hasConcept C42972112 @default.
• W2104317510 hasConcept C54355233 @default.
• W2104317510 hasConcept C55493867 @default.
• W2104317510 hasConcept C71924100 @default.
• W2104317510 hasConcept C86803240 @default.
• W2104317510 hasConceptScore W2104317510C104317684 @default.
• W2104317510 hasConceptScore W2104317510C126322002 @default.
• W2104317510 hasConceptScore W2104317510C134305767 @default.
• W2104317510 hasConceptScore W2104317510C140793950 @default.
• W2104317510 hasConceptScore W2104317510C194775826 @default.
• W2104317510 hasConceptScore W2104317510C22641795 @default.
• W2104317510 hasConceptScore W2104317510C2776659692 @default.
• W2104317510 hasConceptScore W2104317510C2776792119 @default.
• W2104317510 hasConceptScore W2104317510C2776977481 @default.
• W2104317510 hasConceptScore W2104317510C2779234561 @default.
• W2104317510 hasConceptScore W2104317510C2780548643 @default.
• W2104317510 hasConceptScore W2104317510C3019719930 @default.
• W2104317510 hasConceptScore W2104317510C42972112 @default.
• W2104317510 hasConceptScore W2104317510C54355233 @default.
• W2104317510 hasConceptScore W2104317510C55493867 @default.
• W2104317510 hasConceptScore W2104317510C71924100 @default.
• W2104317510 hasConceptScore W2104317510C86803240 @default.
• W2104317510 hasIssue "4" @default.
• W2104317510 hasLocation W21043175101 @default.
• W2104317510 hasLocation W21043175102 @default.
• W2104317510 hasOpenAccess W2104317510 @default.
• W2104317510 hasPrimaryLocation W21043175101 @default.
• W2104317510 hasRelatedWork W1575213403 @default.
• W2104317510 hasRelatedWork W2007539288 @default.
• W2104317510 hasRelatedWork W2073450767 @default.
• W2104317510 hasRelatedWork W2124612328 @default.
• W2104317510 hasRelatedWork W2472944613 @default.
• W2104317510 hasRelatedWork W2518436701 @default.
• W2104317510 hasRelatedWork W2558529635 @default.
• W2104317510 hasRelatedWork W2566490981 @default.

• next