{"id":"W2020154713","doi":"10.3138/jvme.31.2.96","title":"The AVMA COE Accreditation Site Visit","year":2004,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Accreditation; Medicine; Medical education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006467045,0.0005152542,0.0005654788,0.001885841,0.002442892,0.002579023,0.0007875882,0.002498738,0.8220534],"category_scores_gemma":[0.003295146,0.0003486327,0.0004911232,0.0006568788,0.0003013136,0.001145091,0.002234857,0.0009624279,0.4569794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007399378,"about_ca_system_score_gemma":0.00217781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005227175,"about_ca_topic_score_gemma":0.02221288,"domain_scores_codex":[0.9995897,0.00003853232,0.00001378446,0.00004858156,0.0001569834,0.0001524446],"domain_scores_gemma":[0.9966659,0.0001981365,0.0000939473,0.0002059913,0.0009944587,0.001841527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006545654,0.0004279666,0.003193243,0.000051095,0.000003865017,0.0002245949,0.00004756377,0.00007117203,0.0005055476,0.0005562972,0.9173301,0.07752307],"study_design_scores_gemma":[0.00006069219,0.0002047602,0.01499553,0.00005187498,0.000007613875,0.0003173515,0.0003603687,0.00050142,0.0008158379,0.000622457,0.9820354,0.00002675857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01672368,0.0003136147,0.001322091,0.007543421,0.005540709,0.000495777,0.003466334,0.00519446,0.9593999],"genre_scores_gemma":[0.009225546,0.00006315809,0.0003715535,0.0007722684,0.0003456459,0.00004631633,0.0006003733,0.0002640995,0.9883109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8220534,"threshold_uncertainty_score":0.2538191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03325985239810146,"score_gpt":0.3710499615184707,"score_spread":0.3377901091203692,"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."}}