{"id":"W2997137096","doi":"10.3747/co.26.5433","title":"The Physician’s Achilles Heel—Surviving an Adverse Event","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Blame; Adverse effect; Institutional review board; Family medicine; Electronic data capture; Coping (psychology); Logistic regression; Psychiatry; Internal medicine; Clinical trial","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003543373,0.000132256,0.000265302,0.00005536087,0.000125652,0.00001170991,0.0001799601,0.00005468394,0.0001798533],"category_scores_gemma":[0.00003930519,0.00008527192,0.0001272614,0.00009581036,0.00007322444,0.00009446009,0.0001128302,0.000243624,0.0005987984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266151,"about_ca_system_score_gemma":0.00007078454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005895092,"about_ca_topic_score_gemma":0.00003774562,"domain_scores_codex":[0.9989626,0.0001031813,0.0002253285,0.0002320309,0.0001753689,0.000301503],"domain_scores_gemma":[0.9992185,0.0001411671,0.0001061674,0.000398324,0.00004919018,0.00008666522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003300602,0.0009170193,0.2800267,0.0001512984,0.0001705041,0.00001574653,0.0006539283,0.00002349172,0.0004285441,0.01506223,0.01753893,0.6846815],"study_design_scores_gemma":[0.001146598,0.000538747,0.1456309,0.00004346736,0.00007266318,0.0000039939,0.0009076674,0.0004932598,0.00004994771,0.0002205752,0.8507828,0.0001093989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644703,0.001010174,0.00005652339,0.003293049,0.004791474,0.000618586,0.000002312942,0.00008769557,0.02566995],"genre_scores_gemma":[0.9950165,0.0003377631,0.00003491473,0.0007790404,0.0005690031,0.00002715205,0.00002552931,0.00001836784,0.003191788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8332438,"threshold_uncertainty_score":0.7696542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06046891451723645,"score_gpt":0.3995525891360319,"score_spread":0.3390836746187954,"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."}}