{"id":"W3184922607","doi":"10.21423/aabppro20035316","title":"Risk Factors for Intramammary Infection at First Calving in Ontario Dairy Heifers","year":2003,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs; University of Guelph","funders":"","keywords":"Udder; Ice calving; Milking; Mastitis; Staphylococcus aureus; Dairy cattle; Veterinary medicine; Biology; Coagulase; Medicine; Staphylococcus; Animal science; Microbiology; Lactation; Pregnancy; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002151559,0.0001460172,0.0002288411,0.0006056464,0.001094081,0.0005068417,0.0003357548,0.0003777348,0.001809011],"category_scores_gemma":[0.001039586,0.0002213364,0.0001568779,0.0005971939,0.0004034571,0.0002001169,0.0002688015,0.0004293527,0.0001165987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002434384,"about_ca_system_score_gemma":0.002044646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4899884,"about_ca_topic_score_gemma":0.6356249,"domain_scores_codex":[0.9997635,0.00002374039,0.00001053697,0.00003190299,0.00008143256,0.00008895904],"domain_scores_gemma":[0.9992262,0.00009397142,0.0002694537,0.00002100657,0.00009974837,0.0002896962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000550944,0.00002547713,0.9976766,0.000004448957,0.000005220963,0.0001445795,0.0001711518,0.000027613,0.0003706819,0.00001303374,0.0001192231,0.001386961],"study_design_scores_gemma":[0.000001895401,0.00003165899,0.9993731,0.000006620155,0.000003860508,0.0001180944,0.0002387765,0.00006239535,0.00002212081,0.000008387564,0.0001313621,0.000001681261],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985795,0.0002599655,0.00002501076,0.0001049863,0.000002925584,0.000005863197,0.00006505121,0.000003193199,0.0009534214],"genre_scores_gemma":[0.999134,0.0001715955,0.00006494374,0.0000246046,0.000004710466,0.000003513333,0.00007460322,0.000001417116,0.0005205276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5100116,"threshold_uncertainty_score":0.9742728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072570478356807,"score_gpt":0.2331593593268348,"score_spread":0.2124336545432667,"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."}}