{"id":"W4300501793","doi":"","title":"Genetic analysis of subclinical mastitis in early lactation in first-parity cows","year":2018,"lang":"en","type":"preprint","venue":"Prodinra (INRA Bordeaux-Aquitaine)","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Dairy Commission; University of Guelph; University of Calgary","funders":"","keywords":"Lactation; Parity (physics); Subclinical infection; Mastitis; Animal science; Biology; Medicine; Pregnancy; Internal medicine; Genetics; Physics; Microbiology","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":[0.0005629089,0.0003231736,0.0003460127,0.001133378,0.0003325513,0.0005255297,0.0003017998,0.000678677,0.001403611],"category_scores_gemma":[0.001044613,0.0002976121,0.0003418517,0.0005197932,0.0003669649,0.0001509604,0.0002807212,0.0005978962,0.0002111267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004874841,"about_ca_system_score_gemma":0.0003646662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002551128,"about_ca_topic_score_gemma":0.003053142,"domain_scores_codex":[0.9994712,0.0001398646,0.00002462049,0.0001507667,0.000100389,0.0001129957],"domain_scores_gemma":[0.9988644,0.0004610037,0.0002851296,0.00005411452,0.00007242848,0.0002629248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004768775,0.0006288747,0.2237462,0.0001077917,0.0001846981,0.001333814,0.0005343193,0.0002921468,0.7597139,0.0001699467,0.0001300003,0.00838952],"study_design_scores_gemma":[0.00003828073,0.0006119441,0.9871467,0.00001877047,0.00005962935,0.0009771923,0.0001833699,0.0003571952,0.01023833,0.00006639965,0.000289571,0.00001249086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993661,0.0001368107,0.000171691,0.00002400199,0.000003266591,0.000005772443,0.0001539853,0.000003620187,0.0001347657],"genre_scores_gemma":[0.9982983,0.0001216761,0.0003757165,0.00003206939,0.00000455319,0.00001238748,0.000280883,0.000008491873,0.0008660248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002551128,"threshold_uncertainty_score":0.005072594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884231451069843,"score_gpt":0.2910293572316488,"score_spread":0.2721870427209504,"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."}}