{"id":"W2078367362","doi":"10.1016/j.cjca.2014.07.268","title":"AVIATION “THREAT AND ERROR MODEL” IN CONGENITAL CARDIOVASCULAR SURGERY: INEFFECTIVE INTRA-OPERATIVE ERROR RESCUE LEADS TO DANGEROUS ERROR CYCLES","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Aviation; Medical emergency; Aeronautics; Emergency medicine; Aerospace engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001873214,0.0005651488,0.000313114,0.001122188,0.00107355,0.002012935,0.0009924982,0.001669443,0.006393077],"category_scores_gemma":[0.03025568,0.0003507712,0.0005340213,0.0004599212,0.001165554,0.001770649,0.001661709,0.001619868,0.0007488361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010447,"about_ca_system_score_gemma":0.002165123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006891583,"about_ca_topic_score_gemma":0.007029004,"domain_scores_codex":[0.9984987,0.0005017624,0.0001342891,0.0001956123,0.0004023711,0.0002673395],"domain_scores_gemma":[0.9851714,0.007104437,0.003576934,0.001251182,0.00149372,0.001402395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002139839,0.00104247,0.8508084,0.0001222902,0.0001652479,0.01965695,0.006418405,0.0175328,0.004563727,0.02568192,0.01008849,0.06177938],"study_design_scores_gemma":[0.000188126,0.001508834,0.4893571,0.0005458266,0.000346291,0.0561083,0.01691807,0.3413204,0.005100212,0.08004345,0.008242443,0.0003210397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720399,0.0001729272,0.01429345,0.005457052,0.0001763652,0.00006518047,0.0001694215,0.000195324,0.007430418],"genre_scores_gemma":[0.9976361,0.00004002593,0.001601027,0.0002291343,0.00002402602,0.000009821328,0.00007025078,0.00002501147,0.0003646657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006891583,"threshold_uncertainty_score":0.02138698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305903196316835,"score_gpt":0.2681119160935259,"score_spread":0.2450528841303575,"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."}}