{"id":"W4224259279","doi":"10.3168/jds.2021-20649","title":"Invited review: Risk factors for transition period disease in intensive grazing and housed dairy cattle","year":2022,"lang":"en","type":"review","venue":"Journal of Dairy Science","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Grazing; Ice calving; Herd; Breed; Period (music); Lameness; Dairy cattle; Lactation; Animal science; Incidence (geometry); Medicine; Biology; Veterinary medicine; Environmental health; Pregnancy; Ecology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001105808,0.0008382401,0.002370722,0.002896695,0.0002844859,0.001179873,0.001034204,0.001453466,0.008236671],"category_scores_gemma":[0.004313881,0.0002985212,0.00135416,0.00274521,0.0002976124,0.001106736,0.0007300972,0.001161318,0.001641586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006836939,"about_ca_system_score_gemma":0.00240625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00257859,"about_ca_topic_score_gemma":0.003926322,"domain_scores_codex":[0.9994965,0.0001171445,0.000145825,0.00006934753,0.0001368722,0.00003435002],"domain_scores_gemma":[0.997748,0.001235004,0.0003711086,0.00003124731,0.000523407,0.0000912257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001997377,0.00005161232,0.0003618125,0.2375986,0.000686795,0.0002004357,0.0001460783,0.0001617664,0.0005203563,0.0008739113,0.09774374,0.6614552],"study_design_scores_gemma":[0.00007431617,0.0001709965,0.003286637,0.1027103,0.002332022,0.001354933,0.0001577441,0.00006672479,0.0002069453,0.0006939032,0.8888987,0.00004677747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006882649,0.9984826,0.00004449005,0.000391383,0.0006142034,0.0000145872,0.00006280065,0.000005227878,0.0003157874],"genre_scores_gemma":[0.000425328,0.9985502,0.00007845554,0.0003053023,0.0003011745,0.00001447324,0.00007602112,0.000001346604,0.0002475804],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008236671,"threshold_uncertainty_score":0.02755445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06268325136166462,"score_gpt":0.3084208686414937,"score_spread":0.245737617279829,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}