{"id":"W3160173174","doi":"10.36834/cmej.70950","title":"Not wanted on the voyage: highlighting intrinsic CanMEDS gaps in Competence by Design curricula","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Curriculum; Competence (human resources); Medical education; Professional development; Centrality; Pedagogy; Engineering ethics; Psychology; Medicine; Engineering","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":[0.02524132,0.0004170439,0.0004503372,0.002698916,0.004465878,0.005967041,0.001946606,0.001105334,0.003130898],"category_scores_gemma":[0.06431196,0.0003712231,0.0003739118,0.002817347,0.005967461,0.004952023,0.006364403,0.002052545,0.000374479],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02203821,"about_ca_system_score_gemma":0.06484423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1102944,"about_ca_topic_score_gemma":0.2814902,"domain_scores_codex":[0.9824353,0.006279387,0.0007742728,0.0009601471,0.007186898,0.002364044],"domain_scores_gemma":[0.9561421,0.01976337,0.006281431,0.003283831,0.009753466,0.004775796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001854269,0.0002966964,0.2392984,0.002013793,0.00005049901,0.0005168663,0.1668049,0.0009389256,0.0032342,0.02784543,0.01446963,0.5443453],"study_design_scores_gemma":[0.00003095256,0.0004851095,0.4572025,0.007187156,0.0001084353,0.001106778,0.2968093,0.003668139,0.008283968,0.03185729,0.1931276,0.0001327521],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8874486,0.004412285,0.01975009,0.04169277,0.0004316794,0.0003261117,0.0002879993,0.000181643,0.04546886],"genre_scores_gemma":[0.9729277,0.001208978,0.01970913,0.002848957,0.00003028123,0.0001180645,0.0001383381,0.00004159181,0.002977018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9779618,"threshold_uncertainty_score":0.2193048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421531852071328,"score_gpt":0.2970214199394453,"score_spread":0.282806101418732,"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."}}