{"id":"W6980412192","doi":"","title":"The CanMEDS framework: Relevant but not quite the whole story","year":2013,"lang":"en","type":"other","venue":"Radboud Repository (Radboud University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acknowledgement; Specialty; Curriculum; Perception; Competence (human resources); Health professionals; Reflective practice; Position paper; Clinical Practice","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.0008988251,0.001569979,0.001177915,0.001520686,0.004070395,0.00103725,0.004754891,0.00191051,0.0003012163],"category_scores_gemma":[0.0002454523,0.0011188,0.0007650826,0.001877961,0.003008806,0.0003574096,0.001102046,0.004118675,0.006314944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002133221,"about_ca_system_score_gemma":0.001208887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004384387,"about_ca_topic_score_gemma":0.0002904428,"domain_scores_codex":[0.9912272,0.0023209,0.0006959136,0.001794616,0.002000549,0.00196079],"domain_scores_gemma":[0.9907926,0.001515993,0.001820471,0.004824137,0.0003500822,0.0006967391],"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":[0.000166811,0.0001344071,0.00007642301,0.00007509285,0.001133598,0.0009543002,0.0004882991,0.0002205281,0.001886326,0.06170258,0.9327148,0.0004468615],"study_design_scores_gemma":[0.0007431607,0.0001146855,0.0002964394,0.0005101997,0.0007875848,0.0001795868,0.002386814,0.000338408,0.0002083583,0.00003993628,0.9929556,0.001439199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001865495,0.01559444,0.0005242857,0.001327175,0.01344939,0.003085162,0.0006597395,0.002397107,0.9610972],"genre_scores_gemma":[0.002558016,0.001408204,0.0002373515,0.0001726161,0.003393198,0.0000288989,0.00006610757,0.002204608,0.989931],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06166264,"threshold_uncertainty_score":0.9999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007996059356708303,"score_gpt":0.1917100568516512,"score_spread":0.1837139974949429,"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."}}