{"id":"W3153092009","doi":"10.22374/cjgim.v16i1.417","title":"Medical Education in Internal Medicine","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":"Memorial University of Newfoundland; University of British Columbia; University of Calgary; McMaster University","funders":"","keywords":"Medicine; Session (web analytics); Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005214189,0.0004449219,0.0005005558,0.00158974,0.004111118,0.005422716,0.0009880756,0.003504235,0.05329664],"category_scores_gemma":[0.01105733,0.000207085,0.0002969101,0.001779673,0.0053388,0.002372156,0.004880174,0.005146362,0.0101606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01551447,"about_ca_system_score_gemma":0.04037172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05391045,"about_ca_topic_score_gemma":0.1225457,"domain_scores_codex":[0.9954699,0.001046034,0.000166522,0.0003169932,0.002035741,0.000964817],"domain_scores_gemma":[0.9881139,0.001487354,0.0004780898,0.0004942831,0.003001201,0.006425056],"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":[0.00001675871,0.00007829908,0.001653065,0.000424577,0.000007241865,0.0001435322,0.00189378,0.00009699068,0.0002555062,0.1200738,0.6617389,0.2136176],"study_design_scores_gemma":[0.000004695637,0.0000168612,0.002908911,0.0005307663,0.000002277333,0.0001536754,0.0004855848,0.0000166365,0.00002694251,0.006511472,0.9893365,0.000005670917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001993557,0.08976725,0.001546412,0.3787231,0.01707315,0.0000887892,0.0001997831,0.0001276264,0.5104803],"genre_scores_gemma":[0.1264671,0.1403743,0.006412066,0.2071692,0.02421537,0.0002423539,0.0005381962,0.0001305295,0.4944509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05391045,"threshold_uncertainty_score":0.178295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174103380498885,"score_gpt":0.3539593971378958,"score_spread":0.3365490590880073,"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."}}