{"id":"W4385780161","doi":"10.4300/jgme-d-22-00833.1","title":"Delineating Blurred Lines: The Experience of Defining Core Competencies in Canadian Surgical Residency Programs","year":2023,"lang":"en","type":"article","venue":"Journal of Graduate Medical Education","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medical education; Core competency; Core (optical fiber); Residency training; MEDLINE; Medicine; Psychology; Computer science; Management; Political science; Continuing education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0369717,0.0008526451,0.0008903442,0.002887261,0.05437231,0.007552822,0.007203408,0.004714106,0.005052669],"category_scores_gemma":[0.1056108,0.001174329,0.0008743794,0.004848669,0.01810536,0.00634412,0.01680118,0.01163145,0.0005425396],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1235959,"about_ca_system_score_gemma":0.266749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.942571,"about_ca_topic_score_gemma":0.9770598,"domain_scores_codex":[0.948779,0.01504894,0.002048238,0.003513036,0.01859589,0.01201492],"domain_scores_gemma":[0.8976082,0.02113898,0.004994183,0.003052682,0.03942947,0.03377644],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001641563,0.0002679013,0.03736751,0.000762264,0.00005147438,0.003509525,0.6857819,0.001277202,0.001542203,0.01579125,0.07832824,0.1751565],"study_design_scores_gemma":[0.00003707201,0.0002767735,0.03715632,0.002258189,0.00005630565,0.002070828,0.5928953,0.002403931,0.001222616,0.006855884,0.3543464,0.000420425],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7102147,0.01473839,0.01680567,0.183694,0.003873792,0.0008425594,0.0004589014,0.0003612285,0.06901071],"genre_scores_gemma":[0.9507701,0.004184639,0.01210386,0.02283228,0.0002051034,0.0001575328,0.0002428471,0.0002428673,0.009260599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9630283,"threshold_uncertainty_score":0.896755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2477376261421824,"score_gpt":0.5014584191658665,"score_spread":0.2537207930236841,"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."}}