{"id":"W4405368576","doi":"10.2460/javma.24.05.0313","title":"Distal teat amputation for distal papillary canal injuries in lactating dairy cows","year":2024,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Milking; Herd; Amputation; Mastitis; Lactation; Surgery; Animal science; Dairy cattle; Veterinary medicine; Pregnancy; Biology","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":[0.0005108241,0.0001218321,0.0002133922,0.0007140188,0.0004802192,0.0004274953,0.0002468927,0.0002422273,0.0008473268],"category_scores_gemma":[0.001389271,0.00009462598,0.0002570572,0.0006930986,0.0003087602,0.0002629295,0.000431475,0.0002300777,0.0001001363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005487826,"about_ca_system_score_gemma":0.0005219397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003726211,"about_ca_topic_score_gemma":0.005553184,"domain_scores_codex":[0.9996192,0.00005522722,0.00005418677,0.00006146458,0.0001061211,0.0001036012],"domain_scores_gemma":[0.9989527,0.0001212913,0.0007224597,0.00003669051,0.00008195003,0.0000848358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008285227,0.0000205226,0.9923206,0.00002798376,0.00001676017,0.0011577,0.0001098759,0.00003765023,0.0006902075,0.00001458445,0.00004378972,0.005477415],"study_design_scores_gemma":[0.00000386875,0.0002453727,0.988586,0.0000413127,0.00003409493,0.009229114,0.0006839266,0.0001812149,0.0003756894,0.00002796418,0.000585833,0.000005609887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998895,0.0006659518,0.0001644216,0.00002192028,0.000002281877,0.000007932257,0.00005838572,0.000002419003,0.0001817088],"genre_scores_gemma":[0.9990166,0.0004950502,0.0002169942,0.00002354774,0.000007381035,0.000006432962,0.0001124017,7.214892e-7,0.0001207724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003726211,"threshold_uncertainty_score":0.007409036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02214975473326063,"score_gpt":0.2955572840579958,"score_spread":0.2734075293247351,"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."}}