{"id":"W3007499719","doi":"10.1136/bmjqs-2019-010673","title":"Allowing failure so trainees can thrive: the importance of guided autonomy in medical education","year":2020,"lang":"en","type":"letter","venue":"BMJ Quality & Safety","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patient safety; Mistake; Autonomy; Medicine; Commit; Medical education; Quality (philosophy); Variety (cybernetics); Nursing; Best practice; Obligation; Health care; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01037889,0.0003441919,0.0005110207,0.000556373,0.007498211,0.004456434,0.002048479,0.02742119,0.002335283],"category_scores_gemma":[0.04854925,0.0006666416,0.0004994915,0.0007105092,0.009817059,0.00768764,0.003641827,0.03059807,0.001735053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007894852,"about_ca_system_score_gemma":0.008885335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01077409,"about_ca_topic_score_gemma":0.02250599,"domain_scores_codex":[0.9862559,0.007535024,0.0008500349,0.0007158026,0.003449632,0.001193531],"domain_scores_gemma":[0.9559067,0.02985,0.00320821,0.001184909,0.004368172,0.005482025],"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":[0.00009047554,0.00009617524,0.005120156,0.0002724894,0.000024393,0.01106299,0.01470644,0.000241702,0.0004358838,0.007844368,0.917583,0.04252194],"study_design_scores_gemma":[0.0001618339,0.0005041037,0.01236273,0.002749293,0.00004168311,0.03859479,0.04164484,0.001955758,0.0007936177,0.03767183,0.8632487,0.0002707648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002678161,0.001277384,0.0001786499,0.990547,0.003492654,0.000005102787,0.000003975313,0.00001128561,0.001805672],"genre_scores_gemma":[0.08460519,0.002876603,0.0006901984,0.8935262,0.01509317,0.00004753027,0.000009801898,0.00003533275,0.003116007],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02742119,"threshold_uncertainty_score":0.05728149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05492717542364938,"score_gpt":0.4239081062082476,"score_spread":0.3689809307845983,"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."}}