{"id":"W2081126249","doi":"10.3138/jvme.29.1.28","title":"Outcomes Assessment in Veterinary Medical Education","year":2002,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Medical education; Graduate medical education; Medicine; Population; Veterinary medicine; Family medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.02970602,0.0003558244,0.0006793836,0.00592034,0.001587168,0.0032997,0.0009486693,0.0008195871,0.00434666],"category_scores_gemma":[0.09387095,0.0001863119,0.000741081,0.006475615,0.001410061,0.003006841,0.003531823,0.001514992,0.0005767986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005950996,"about_ca_system_score_gemma":0.01132231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004467018,"about_ca_topic_score_gemma":0.006411179,"domain_scores_codex":[0.9659985,0.02214979,0.003432678,0.0008643151,0.006189622,0.001365058],"domain_scores_gemma":[0.9425053,0.02416335,0.01235493,0.001576927,0.01385041,0.005549078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003572242,0.0014282,0.3793827,0.001715724,0.0001262413,0.0001425693,0.003936959,0.0008076475,0.0001629,0.01466182,0.01734882,0.5799291],"study_design_scores_gemma":[0.0002089589,0.003215045,0.8881908,0.004229845,0.0001346676,0.0004956169,0.01400506,0.002674803,0.0009644009,0.02109696,0.06466959,0.000114314],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7103724,0.03158078,0.03568427,0.0517601,0.00265332,0.006041836,0.004212101,0.0005425967,0.1571526],"genre_scores_gemma":[0.9643976,0.004147965,0.02039235,0.001510951,0.0003699842,0.003909766,0.001510383,0.0000488307,0.003712227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02970602,"threshold_uncertainty_score":0.1571023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4395676875227706,"score_gpt":0.5976992427633495,"score_spread":0.1581315552405789,"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."}}