{"id":"W1906688541","doi":"10.1111/j.1365-2923.2007.02958.x","title":"Feeling pressure to stay late: socialisation and professional identity formation in graduate medical education","year":2007,"lang":"en","type":"letter","venue":"Medical Education","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Feeling; Identity (music); Medical education; Psychology; Socialization; Pedagogy; Nursing; Social psychology; Medicine; Art; Aesthetics","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001508536,0.0002888082,0.0004729195,0.0006006735,0.0001500985,0.00005786571,0.000197704,0.001404561,0.001284773],"category_scores_gemma":[0.006675879,0.0002410453,0.0000865898,0.0004601526,0.00009044918,0.0004276662,0.0001041053,0.002143625,0.00006170884],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000352529,"about_ca_system_score_gemma":0.007077385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004394641,"about_ca_topic_score_gemma":0.0001895871,"domain_scores_codex":[0.9955354,0.0001917491,0.0008286986,0.0004623965,0.002581808,0.0003999305],"domain_scores_gemma":[0.9984239,0.000147225,0.0002376891,0.0002592359,0.0003596524,0.0005722526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003874943,0.0005393361,0.004948564,0.0009662481,0.00002536097,0.00003044475,0.00200956,3.286665e-7,0.000009551207,0.0001408153,0.9146487,0.07664233],"study_design_scores_gemma":[0.001241926,0.0001600872,0.09292917,0.005880796,0.0002330198,0.0001596536,0.001005832,0.0008214556,0.00006524767,0.001968176,0.8949522,0.0005824217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1903223,0.0005263436,0.0003828252,0.8036305,0.003455542,0.00104665,0.000006567701,0.00005673448,0.0005725237],"genre_scores_gemma":[0.07195639,0.0002877615,0.0008880947,0.9059246,0.006599717,0.0002564525,0.002393413,0.00006117133,0.01163239],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1183659,"threshold_uncertainty_score":0.9998918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430913552771699,"score_gpt":0.3833382874474643,"score_spread":0.3590291519197473,"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."}}