{"id":"W4372237171","doi":"10.1097/acm.0000000000005267","title":"Residents, Responsibility, and Error: How Residents Learn to Navigate the Intersection","year":2023,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Grounded theory; Medical education; Psychology; Medicine; Qualitative research","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006620562,0.0003581513,0.000316695,0.0006811675,0.009698112,0.003841919,0.001468037,0.001730101,0.002020661],"category_scores_gemma":[0.02248069,0.0004017142,0.0003423303,0.0004189674,0.01115238,0.003400985,0.007106902,0.003671999,0.0003358962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005882449,"about_ca_system_score_gemma":0.02274949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05198346,"about_ca_topic_score_gemma":0.1219131,"domain_scores_codex":[0.993419,0.003982572,0.0001155001,0.0003030099,0.001064968,0.001114937],"domain_scores_gemma":[0.9912716,0.00243435,0.001018043,0.0003347114,0.001716369,0.003224926],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004174217,0.0001623112,0.02115633,0.000156337,0.00001786062,0.001116149,0.923961,0.0002729566,0.000658403,0.002279396,0.009327456,0.04084997],"study_design_scores_gemma":[0.00001225115,0.0001791267,0.01470515,0.0002726517,0.00001943283,0.001042359,0.9302893,0.0003516298,0.0004187185,0.002794915,0.04985782,0.00005663006],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436275,0.002247303,0.005412322,0.02768428,0.0003384449,0.00008377426,0.00003468776,0.0001030184,0.02046857],"genre_scores_gemma":[0.9903064,0.001151948,0.002552732,0.002013582,0.0000384804,0.00003484613,0.00001895299,0.00002224808,0.003860781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9933794,"threshold_uncertainty_score":0.1033617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.154462878212853,"score_gpt":0.4861982266482885,"score_spread":0.3317353484354355,"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."}}