{"id":"W4385410213","doi":"10.1097/acm.0000000000005359","title":"Detour or New Direction: The Impact of the COVID-19 Pandemic on the Professional Identity Formation of Postgraduate Residents","year":2023,"lang":"en","type":"article","venue":"Academic Medicine","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; The Wilson Centre; University of Toronto; Public Health Ontario","funders":"Department of Family and Community Medicine, University of Toronto","keywords":"Socialization; Identity (music); Pandemic; Thematic analysis; Curriculum; Agency (philosophy); Psychology; Medical education; Nursing; Sociology; Coronavirus disease 2019 (COVID-19); Social psychology; Medicine; Qualitative research; Pedagogy; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004121006,0.0001662891,0.0001685367,0.0003816941,0.00680583,0.002286632,0.0006281434,0.0008645151,0.002278515],"category_scores_gemma":[0.009232851,0.0001677514,0.0001896156,0.0004163681,0.008760808,0.001860686,0.005632249,0.001706384,0.000165039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004272549,"about_ca_system_score_gemma":0.00791332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03143632,"about_ca_topic_score_gemma":0.06461795,"domain_scores_codex":[0.9969548,0.001818983,0.00005793856,0.0001130257,0.000410889,0.0006443564],"domain_scores_gemma":[0.9953429,0.001736537,0.0009005083,0.0001625445,0.0004862371,0.001371348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005091825,0.0000464339,0.03938764,0.00008087511,0.00000644459,0.0009665412,0.9437027,0.00004706142,0.0006698743,0.001250918,0.001772793,0.0120178],"study_design_scores_gemma":[0.00000234768,0.00005471375,0.02209796,0.00006434521,0.000003385958,0.0002247735,0.9730222,0.00004209942,0.0001533441,0.0001798682,0.004146881,0.000008108234],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927078,0.0002325971,0.0002224509,0.003495536,0.00005362467,0.000009457141,0.000009125452,0.000003531238,0.003266003],"genre_scores_gemma":[0.9989478,0.0001596046,0.00008281376,0.0002793046,0.00001172143,0.000006320055,0.000004452213,0.000001817234,0.0005062116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03143632,"threshold_uncertainty_score":0.06250668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2841511517458914,"score_gpt":0.5453913982972578,"score_spread":0.2612402465513664,"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."}}