{"id":"W2888252890","doi":"10.36834/cmej.42163","title":"Transitioning towards senior medical resident: identification of the required competencies using consensus methodology","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Competence (human resources); Medicine; Medical education; Likert scale; Specialty; Core competency; Delphi method; Curriculum; Restructuring; Delphi; Prioritization; Family medicine; Psychology; Pedagogy; Management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1013325,0.000542777,0.0009374303,0.007230925,0.001938234,0.001764813,0.001831223,0.001254871,0.002487553],"category_scores_gemma":[0.1100599,0.0005324294,0.00083993,0.002950295,0.001443314,0.002088103,0.004483889,0.001289543,0.0005708146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003052765,"about_ca_system_score_gemma":0.01556341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468254,"about_ca_topic_score_gemma":0.005590874,"domain_scores_codex":[0.9476404,0.03354971,0.006740217,0.002815977,0.007862048,0.001391709],"domain_scores_gemma":[0.8957322,0.05149328,0.009063658,0.003921487,0.03743026,0.002359102],"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":[0.0009967814,0.001326189,0.09555057,0.007140085,0.0003320812,0.001058508,0.2269256,0.004283491,0.02379671,0.01274582,0.007232577,0.6186116],"study_design_scores_gemma":[0.001005307,0.005920877,0.2424674,0.008271047,0.0007594838,0.003308711,0.4974672,0.07556368,0.04194926,0.06551243,0.05705047,0.0007241953],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6485949,0.0006033292,0.3077682,0.002323468,0.0001696885,0.02574781,0.0006772191,0.0002904522,0.01382497],"genre_scores_gemma":[0.5163947,0.0003323881,0.4680701,0.0003695009,0.000025003,0.01291191,0.0004368053,0.0000300016,0.001429585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1013325,"threshold_uncertainty_score":0.535904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06680728226494408,"score_gpt":0.391733829550375,"score_spread":0.3249265472854309,"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."}}