{"id":"W4379209337","doi":"10.1111/medu.15142","title":"Professional identity struggle and ideology: A qualitative study of residents' experiences","year":2023,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; Center for Clinical and Translational Science, Mayo Clinic; Georgia Clinical and Translational Science Alliance; University of Washington","keywords":"Ideology; Identity (music); Feeling; Normative; Qualitative research; Social psychology; Sociology; Psychology; Aesthetics; Social science; Political science; Law","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":[0.01069617,0.0006089265,0.0009577524,0.001523612,0.01263179,0.003468534,0.002136722,0.001933156,0.002743264],"category_scores_gemma":[0.01654254,0.0008480989,0.0004308248,0.001653632,0.01045575,0.003777586,0.006103015,0.00368922,0.0003397619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004458663,"about_ca_system_score_gemma":0.006039834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104514,"about_ca_topic_score_gemma":0.02397582,"domain_scores_codex":[0.9926907,0.004897484,0.0001934105,0.0003513833,0.0006697889,0.001197214],"domain_scores_gemma":[0.9876709,0.007931492,0.001145446,0.0002773158,0.001179767,0.001795037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001578117,0.00002334195,0.001529798,0.00004082809,0.000001881543,0.0005608654,0.9954937,0.00001195756,0.0003269889,0.0002575952,0.0002120297,0.001525223],"study_design_scores_gemma":[0.000001480826,0.00003269599,0.0008090829,0.00004163916,0.000001721234,0.0002013486,0.9959459,0.00002759966,0.0001189291,0.00006870153,0.002745127,0.000005761071],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945479,0.000384286,0.0009974168,0.00167424,0.00004808887,0.00006461045,0.00005847626,0.00001303419,0.002211881],"genre_scores_gemma":[0.9957884,0.0004857708,0.0006718959,0.0005645092,0.00002665049,0.0001095116,0.0000387392,0.0000202764,0.002294239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01263179,"threshold_uncertainty_score":0.05656743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928094639256303,"score_gpt":0.4903784762308984,"score_spread":0.4610975298383354,"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."}}