{"id":"W7097937630","doi":"","title":"Canadian Medical Education Journal 2013, 4(2) e41 Canadian Medical Education Journal","year":2013,"lang":"en","type":"article","venue":"","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Continuing medical education; Medical journal; Medical research; Publishing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001535125,0.0002396302,0.0002995935,0.001570586,0.004622986,0.003574033,0.0006611512,0.001597014,0.2062098],"category_scores_gemma":[0.006479251,0.0002534148,0.000236896,0.002138133,0.001398801,0.0006992442,0.001294631,0.001417935,0.01136701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01185799,"about_ca_system_score_gemma":0.02919019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6208761,"about_ca_topic_score_gemma":0.8414522,"domain_scores_codex":[0.9985089,0.0001562698,0.00005558889,0.00007828383,0.0008576255,0.0003433104],"domain_scores_gemma":[0.9947476,0.0005668576,0.0002091398,0.00007588257,0.002288154,0.002112328],"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":[0.00005707933,0.000243968,0.02658338,0.0003849808,0.00001388868,0.00045547,0.001538428,0.00007572833,0.0004124904,0.005173288,0.778954,0.1861074],"study_design_scores_gemma":[0.00004911081,0.00008104453,0.1129505,0.0007023786,0.00002268804,0.0009860193,0.005577412,0.0001684244,0.0003126421,0.001154527,0.8779466,0.00004865814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07124531,0.02643115,0.0006068689,0.2635635,0.01081952,0.0001638847,0.001814626,0.000206823,0.6251483],"genre_scores_gemma":[0.4723236,0.02944369,0.00377832,0.04798998,0.002829473,0.00007847603,0.001549762,0.0001260099,0.4418808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6208761,"threshold_uncertainty_score":0.7627132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007365707155615018,"score_gpt":0.314408692508598,"score_spread":0.307042985352983,"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."}}