{"id":"W3156284208","doi":"10.22374/cjgim.v16i1.468","title":"Casebook of a Community Internist: Fun with Finals","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health","funders":"","keywords":"Casebook; Judgement; Medicine; Medical education; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001401712,0.001028553,0.0006014391,0.0008263844,0.002997344,0.00205421,0.001436915,0.003008452,0.1712812],"category_scores_gemma":[0.01329229,0.0004163345,0.0008311389,0.0003224098,0.001454999,0.00287974,0.003332962,0.005376624,0.04506141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007730471,"about_ca_system_score_gemma":0.001125774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002072893,"about_ca_topic_score_gemma":0.006786135,"domain_scores_codex":[0.9992265,0.0003043734,0.00004518959,0.00007919304,0.0001911865,0.0001535943],"domain_scores_gemma":[0.9946191,0.001080222,0.0001875838,0.0002336262,0.0006529265,0.003226508],"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":[0.00005508343,0.0001070946,0.0003683548,0.00006781687,0.000003939578,0.00339797,0.0009897876,0.00009090752,0.0002322149,0.001138891,0.9728997,0.02064829],"study_design_scores_gemma":[0.00003815596,0.000133447,0.001619085,0.0003195302,0.000006313244,0.01195132,0.002567427,0.0002194732,0.0002250819,0.00278365,0.9800969,0.00003955276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03055726,0.0103591,0.0164588,0.2593059,0.08506491,0.0009120433,0.002227217,0.005703471,0.5894113],"genre_scores_gemma":[0.156807,0.008840828,0.0342872,0.06045352,0.03041531,0.0006087607,0.001978398,0.002868611,0.7037405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1712812,"threshold_uncertainty_score":0.5729927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0430864435994921,"score_gpt":0.3382555847171476,"score_spread":0.2951691411176555,"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."}}