{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009637456,0.0004886038,0.0009319247,0.0006925308,0.00006502549,0.00005621633,0.0005535845,0.000924307,0.00005277153],"category_scores_gemma":[0.0005714882,0.0005166897,0.0004196629,0.0008968672,0.0003135535,0.000007943179,0.0008488511,0.0005589434,0.00001166141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000916105,"about_ca_system_score_gemma":0.0003048827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285783,"about_ca_topic_score_gemma":0.007986693,"domain_scores_codex":[0.9958595,0.000230415,0.001336548,0.00162058,0.0004004118,0.0005525148],"domain_scores_gemma":[0.9975961,0.00003913959,0.0006079973,0.001163722,0.0004647926,0.0001282291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009403239,0.0008847243,0.9560777,0.0005000972,0.0008973491,0.0000270524,0.0006320865,0.02096623,0.01651489,0.0001090875,0.0004751326,0.001975363],"study_design_scores_gemma":[0.0009281771,0.0008821488,0.9810529,0.0001404281,0.0006052377,0.000004154514,0.00006732786,0.007875877,0.004753158,0.0006842256,0.0022916,0.0007147543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942034,0.002014263,0.001492462,0.0003526015,0.0004640894,0.0009226312,0.0001203694,0.0000197485,0.0004103624],"genre_scores_gemma":[0.9939318,0.001874512,0.002354873,0.0000527342,0.0005982587,0.0001566539,0.0006441503,0.00005937158,0.0003276495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02497525,"threshold_uncertainty_score":0.9997284,"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."}}