{"id":"W4386949915","doi":"10.3168/jdsc.2023-0397","title":"Association of transition cow health with pregnancy per artificial insemination and pregnancy loss in Holstein cows submitted to a Double-Ovsynch protocol for first service","year":2023,"lang":"en","type":"article","venue":"JDS Communications","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Artificial insemination; Medicine; Pregnancy; Metritis; Obstetrics; Insemination; Lactation; Logistic regression; Animal science; Gynecology; Ice calving; Internal medicine; Biology","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":[0.001080004,0.0001433632,0.0002376493,0.0003516238,0.0002539817,0.0004068123,0.0002307176,0.0002454397,0.0005891749],"category_scores_gemma":[0.00204706,0.0001258012,0.0002511791,0.000274793,0.0002750071,0.0002170402,0.0003485355,0.0003779664,0.00005824142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005077844,"about_ca_system_score_gemma":0.0004931871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00318998,"about_ca_topic_score_gemma":0.00521387,"domain_scores_codex":[0.9993025,0.0002236627,0.00007177456,0.0001546681,0.0001379641,0.0001094306],"domain_scores_gemma":[0.9982281,0.0003863968,0.0009856666,0.0001039738,0.00009186149,0.000203939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009234493,0.0001378142,0.9947646,0.00002381781,0.00005766717,0.00008576296,0.0001479829,0.00004927071,0.0007802647,0.00001778753,0.00006376603,0.002947781],"study_design_scores_gemma":[0.000006724424,0.0006610812,0.9986553,0.000006544205,0.00001959813,0.00009350243,0.0001413337,0.0001733808,0.0001020109,0.00001134337,0.0001264478,0.000002670927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996693,0.00009748519,0.00005959712,0.00001041448,0.000002486256,0.000007642812,0.00007718172,0.000001109473,0.00007470101],"genre_scores_gemma":[0.9994979,0.00005898071,0.0001146293,0.00001716214,0.000004530943,0.00001423264,0.0001950661,7.809309e-7,0.00009679827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00318998,"threshold_uncertainty_score":0.006342828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07589992967794482,"score_gpt":0.3322384627658053,"score_spread":0.2563385330878605,"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."}}