{"id":"W2056786159","doi":"10.1016/j.cvfa.2013.11.004","title":"Arthroscopy in Cattle","year":2014,"lang":"en","type":"article","venue":"Veterinary Clinics of North America Food Animal Practice","topic":"Veterinary Equine Medical Research","field":"Veterinary","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; Cegep de Saint Hyacinthe","funders":"","keywords":"Arthroscopy; Medicine; Osteochondrosis; Septic arthritis; Surgery; Endoscopy; Arthritis; Internal medicine","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001387725,0.000420816,0.0008341241,0.0003414085,0.0001127124,0.00004522613,0.0009061389,0.000168725,0.0003560396],"category_scores_gemma":[0.01022882,0.0004306262,0.0002278738,0.0009983276,0.0005861861,0.0009601659,0.0007908102,0.001114612,0.0006405012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008831273,"about_ca_system_score_gemma":0.0002016134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001879473,"about_ca_topic_score_gemma":0.00002251733,"domain_scores_codex":[0.9946501,0.001266323,0.001338155,0.0008725324,0.000962531,0.0009103213],"domain_scores_gemma":[0.9931595,0.004378018,0.0007115179,0.001061657,0.0002844372,0.0004048246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1118946,0.015032,0.0860121,0.002030443,0.0009315723,0.009612453,0.002724186,0.0003284065,0.04451137,0.001477077,0.003946688,0.7214991],"study_design_scores_gemma":[0.0032087,0.2737843,0.1411562,0.0001626934,0.00008312114,0.002378286,0.0006545726,0.003589766,0.00005410188,0.0001724435,0.5737437,0.00101204],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875088,0.0002408297,0.0005964911,0.001590344,0.0003303254,0.0004408437,0.00006260044,0.0001188433,0.009110893],"genre_scores_gemma":[0.988506,0.0003739859,0.009802398,0.0008217117,0.0002461086,0.00006617523,0.00004113272,0.00008889603,0.00005356884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7204871,"threshold_uncertainty_score":0.9998146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139852183520851,"score_gpt":0.4304701235058795,"score_spread":0.3164849051537944,"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."}}