{"id":"W4245638739","doi":"10.1017/cem.2018.277","title":"P079: Transition to practice: evaluating the need for formal training in supervision and assessment techniques among senior emergency medicine residents and new to practice emergency physicians","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Thematic analysis; Medical education; Diversity (politics); Medicine; Constructivist grounded theory; Qualitative research; Grounded theory; Psychology; Nursing; Family medicine; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003968169,0.0003124323,0.0004210107,0.0009106563,0.002087583,0.001395098,0.001226044,0.00167371,0.002850152],"category_scores_gemma":[0.01978483,0.0005710106,0.001271328,0.0005957783,0.0008877571,0.002109991,0.0026036,0.002361011,0.0006395146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002255253,"about_ca_system_score_gemma":0.005684502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01280116,"about_ca_topic_score_gemma":0.02663262,"domain_scores_codex":[0.9978712,0.0005117528,0.0003765093,0.0001990694,0.0005187943,0.0005227368],"domain_scores_gemma":[0.9822801,0.002728684,0.005084321,0.0004263197,0.00341754,0.006063034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006598288,0.002167584,0.9830616,0.0001110918,0.00006573183,0.0001721198,0.003691613,0.00009229811,0.0002126493,0.00004536818,0.001120759,0.008599285],"study_design_scores_gemma":[0.00007461658,0.001964598,0.9843569,0.00008645932,0.00003345568,0.0001791159,0.01201794,0.0004218192,0.0001574089,0.00006209361,0.0006267843,0.00001888271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986888,0.00002883042,0.00005816345,0.0003081107,0.0000285433,0.000233578,0.000189283,0.000004354527,0.0004603273],"genre_scores_gemma":[0.9973106,0.00006850487,0.0008368526,0.0002838243,0.00002883677,0.0005766623,0.0004390045,0.000005046713,0.0004505976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01280116,"threshold_uncertainty_score":0.02545333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1183157996946631,"score_gpt":0.4856533482169069,"score_spread":0.3673375485222439,"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."}}