{"id":"W4416774848","doi":"10.1111/medu.70127","title":"The view from within: Professional identity formation when safety events involve trainees","year":2025,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Medical Protective Association; University of Ottawa","funders":"","keywords":"Identity (music); Identity formation; Professional development; Patient safety; EXPOSE","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":[0.01186035,0.0004323093,0.0004549203,0.001207517,0.015217,0.01222499,0.001990364,0.008150399,0.004678162],"category_scores_gemma":[0.02560801,0.0004224587,0.0006845105,0.0005926052,0.03808534,0.01483446,0.01649783,0.01598236,0.001866282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00517634,"about_ca_system_score_gemma":0.01318525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006558633,"about_ca_topic_score_gemma":0.01056389,"domain_scores_codex":[0.9838721,0.0102191,0.0003808833,0.001023937,0.002629135,0.001874856],"domain_scores_gemma":[0.9891761,0.004118955,0.001292703,0.0007602785,0.001621685,0.003030195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007216492,0.0000716163,0.004621211,0.0001658352,0.00001727377,0.00185765,0.4010038,0.0001262171,0.001398727,0.4952738,0.04081438,0.05457728],"study_design_scores_gemma":[0.00001891493,0.000137526,0.002818929,0.0008295245,0.00002232492,0.004190441,0.345933,0.0005730462,0.001422973,0.2629379,0.3810183,0.00009710508],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07043438,0.003825984,0.07459395,0.5597265,0.009458994,0.0001264559,0.00005433358,0.0001746506,0.2816049],"genre_scores_gemma":[0.9051901,0.002401851,0.01733411,0.04400742,0.001413187,0.0001217859,0.00004024593,0.0001739967,0.02931739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.015217,"threshold_uncertainty_score":0.06272429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727119051209313,"score_gpt":0.4457054924899893,"score_spread":0.4084343019778962,"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."}}