{"id":"W3015518548","doi":"10.1097/acm.0000000000003369","title":"Clinical Teachers’ Perceptions of Their Role in Professional Identity Formation","year":2020,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Identity (music); Psychology; Perception; Focus group; Autonomy; Qualitative research; Grounded theory; Professional development; Perspective (graphical); Identity formation; Pedagogy; Medical education; Social psychology; Medicine; Self-concept; Sociology; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001688641,0.0001069963,0.0003872172,0.0001735257,0.000037407,0.000001012021,0.0001712457,0.0003054315,0.0007756769],"category_scores_gemma":[0.004015799,0.00007768952,0.00004578951,0.0007886934,0.0002866343,0.000277815,0.00005020792,0.001456355,0.00004795595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007929844,"about_ca_system_score_gemma":0.0001623147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001976966,"about_ca_topic_score_gemma":0.000002506717,"domain_scores_codex":[0.9978917,0.0001268401,0.001123178,0.0002030447,0.000487355,0.0001678819],"domain_scores_gemma":[0.9991579,0.0001222806,0.0002464078,0.0001762112,0.0001677516,0.0001294456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001574546,0.0001542845,0.7221095,0.0003052576,0.00003867545,0.00000358587,0.08005891,0.000003697327,0.02128074,0.003306689,0.1088675,0.06371368],"study_design_scores_gemma":[0.004413249,0.0005800888,0.8882685,0.001389248,0.0001161097,0.00003852305,0.07669338,0.006157838,0.000449036,0.003089303,0.01863362,0.0001710641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477086,0.000222769,0.002277363,0.04751091,0.0005784621,0.0004065081,0.000001959972,0.00003811706,0.001255299],"genre_scores_gemma":[0.9885641,0.0002607861,0.0004754257,0.009069243,0.001146781,0.0000273691,0.0001212382,0.00001169579,0.0003233871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.166159,"threshold_uncertainty_score":0.8493118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07233853530996069,"score_gpt":0.455743879330771,"score_spread":0.3834053440208103,"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."}}