{"id":"W4321509939","doi":"10.21423/aabppro20123909","title":"Milk flow obstruction caused by varicose veins in the teats in dairy cattle","year":2012,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Veterinary Medical Association; Cegep de Saint Hyacinthe","funders":"","keywords":"Udder; Varicose veins; Medicine; Dairy cattle; Vein; Dairy industry; Blood flow; Venous Valves; Surgery; Internal medicine; Cardiology; Animal science; Pathology; Biology; Mastitis; Food science","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":[],"consensus_categories":[],"category_scores_codex":[0.001141631,0.0001451904,0.0003562793,0.0002313385,0.00005882675,0.00003447048,0.00008652478,0.00009106714,0.00005035153],"category_scores_gemma":[0.001306534,0.0001280506,0.00006087996,0.000719974,0.00008667865,0.0005987378,0.00001822516,0.0004030611,0.00001330024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000468236,"about_ca_system_score_gemma":0.0001561838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103004,"about_ca_topic_score_gemma":0.00006362527,"domain_scores_codex":[0.9985092,0.00006651392,0.0004030381,0.0001990324,0.0004711031,0.000351129],"domain_scores_gemma":[0.9986011,0.0002746427,0.0006564239,0.0001019946,0.0002828964,0.00008295483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001508837,0.001761345,0.951373,0.00005696003,0.00006382837,0.000001882856,0.008464361,0.000003744398,0.008764698,0.0005784798,0.02170341,0.007077437],"study_design_scores_gemma":[0.001679907,0.0006179163,0.9705195,0.0001506323,0.0001100712,0.00001500662,0.0146956,0.0009498068,0.001985254,0.0001139856,0.008860603,0.0003017243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846098,0.00005804499,0.00008944216,0.009227904,0.0001401371,0.0002673879,0.0000139255,0.00004060653,0.005552746],"genre_scores_gemma":[0.9981411,0.0001320189,0.0003950985,0.0005744464,0.0001708831,0.00006184886,0.00006010424,0.00001494524,0.0004495234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01914652,"threshold_uncertainty_score":0.5221753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445595706074748,"score_gpt":0.2618138410579749,"score_spread":0.2473578839972275,"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."}}