{"id":"W2560179919","doi":"10.1016/j.athoracsur.2016.08.075","title":"NASA Model of “Threat and Error” in Pediatric Cardiac Surgery: Patterns of Error Chains","year":2016,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Unintended consequences; Intensive care unit; Emergency medicine; Injury prevention; Medical emergency; Poison control; Intensive care medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001674156,0.0001860448,0.001088085,0.0003869955,0.00002924307,0.000001373704,0.00008689379,0.0000825739,0.00002805093],"category_scores_gemma":[0.0004616322,0.0001071975,0.0004411013,0.000318654,0.0001514874,0.00008060149,0.00007894963,0.00008327061,0.000001786547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008253961,"about_ca_system_score_gemma":0.0001159508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002647919,"about_ca_topic_score_gemma":0.00004757071,"domain_scores_codex":[0.99825,0.0001619232,0.000711384,0.000213887,0.0003449217,0.0003178512],"domain_scores_gemma":[0.9977632,0.00116073,0.0003117067,0.0004351482,0.000252025,0.0000772253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004374535,0.0001150807,0.9511562,0.0007700823,0.0001509353,0.000005752296,0.0008122028,0.000009627361,0.001511328,0.00002721043,0.004071478,0.04093264],"study_design_scores_gemma":[0.0001289308,0.00007468738,0.968282,0.0008920321,0.000267145,0.000004861467,0.0008732334,0.00009282881,0.028641,0.0003633274,0.0001217649,0.0002581447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901291,0.006004886,0.00003756408,0.002902996,0.0002494403,0.0001708629,0.0001705545,0.00001627774,0.000318288],"genre_scores_gemma":[0.9823502,0.0171879,0.00001135294,0.00006136309,0.0001093182,0.00001498921,0.00000588498,0.00002280471,0.0002361235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0406745,"threshold_uncertainty_score":0.4371388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.203341607380303,"score_gpt":0.3901315434465586,"score_spread":0.1867899360662557,"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."}}