{"id":"W4292940186","doi":"10.1001/jamacardio.2022.2718","title":"Early Mortality in Type A Acute Aortic Dissection","year":2022,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":253,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary; St. Michael's Hospital","funders":"","keywords":"Medicine; Aortic dissection; Mortality rate; Cohort; Surgery; Pediatrics; Internal medicine; Aorta","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001184543,0.0003650147,0.0002431605,0.001184778,0.0003398435,0.0006927985,0.0003767437,0.0004380714,0.001857208],"category_scores_gemma":[0.004256519,0.0002028242,0.0004248747,0.0009290436,0.0002517147,0.0007312901,0.0005290603,0.0008554498,0.0002117393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002283411,"about_ca_system_score_gemma":0.0003099157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001262463,"about_ca_topic_score_gemma":0.001933345,"domain_scores_codex":[0.9993967,0.0002031771,0.00008087695,0.0001172378,0.0001169113,0.00008518457],"domain_scores_gemma":[0.9959648,0.0007560481,0.002406856,0.0001899691,0.0002523469,0.0004300013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005008497,0.0000156066,0.9978557,0.00001290573,0.00002455638,0.00005306449,0.00001851249,0.00004751705,0.00003737892,0.00001638971,0.0001214856,0.001746758],"study_design_scores_gemma":[0.000005234581,0.00008148301,0.9985299,0.00002875708,0.00002085671,0.000574493,0.00008909577,0.0003753699,0.00004902233,0.00008306943,0.0001584411,0.000004290244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963657,0.001488965,0.0003873075,0.0001995396,0.00003591444,0.00001064948,0.0005736097,0.00001169794,0.0009267055],"genre_scores_gemma":[0.9985276,0.00048381,0.0002444777,0.00003633428,0.0001015478,0.000007354998,0.0004590423,0.000002811612,0.0001370609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001857208,"threshold_uncertainty_score":0.006264508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911046798052118,"score_gpt":0.3015176633786495,"score_spread":0.2724071953981283,"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."}}