{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0141461,0.0002151397,0.0004296989,0.001439466,0.006596287,0.006742266,0.0007547502,0.001623866,0.003655198],"category_scores_gemma":[0.05031035,0.000408719,0.0003212292,0.0006250446,0.006424924,0.003010207,0.004912484,0.002449611,0.0006320167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004671027,"about_ca_system_score_gemma":0.008268067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00750469,"about_ca_topic_score_gemma":0.00848804,"domain_scores_codex":[0.9818026,0.01124644,0.0008908269,0.0008500537,0.003243271,0.00196674],"domain_scores_gemma":[0.9505416,0.02604458,0.008592947,0.0009242959,0.005314524,0.008582203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001325287,0.0001858437,0.07301135,0.0002592329,0.0000127199,0.001209799,0.8947154,0.00007047524,0.001415899,0.001990613,0.001553136,0.02544302],"study_design_scores_gemma":[0.00003876846,0.000265177,0.0332808,0.0004027747,0.00001957867,0.00130044,0.9435849,0.0001544609,0.0005522259,0.0008544824,0.01950293,0.00004350234],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808103,0.001429587,0.001571972,0.00441429,0.0001318121,0.00006175342,0.00001632714,0.00002831729,0.01153576],"genre_scores_gemma":[0.997739,0.0004207433,0.0002893828,0.0003142398,0.00002017206,0.00003248712,0.000008774379,0.000008264815,0.001166862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0141461,"threshold_uncertainty_score":0.07481259,"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."}}