{"id":"W2237455208","doi":"10.1161/circ.126.suppl_21.a19498","title":"Abstract 19498: Abnormal Left ventricular Volumes Identified by Computed Tomography Improves Risk Stratification and Discrimination of Patients At Risk of Increased Mortality: Results from 3706 Patients in the Prospective Multicenter International CONFIRM Study","year":2012,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Risk stratification; Computed tomography; Prospective cohort study; Multicenter study; Cardiology; Internal medicine; Radiology; Randomized controlled trial","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":[0.001788273,0.000503355,0.0005871181,0.0004312486,0.0003691479,0.0006482555,0.0005020874,0.0004498512,0.001249458],"category_scores_gemma":[0.003036215,0.0003459822,0.000668897,0.0005717899,0.0003643962,0.0004236626,0.0005524021,0.0005183247,0.0005119938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003102468,"about_ca_system_score_gemma":0.0003119819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003798871,"about_ca_topic_score_gemma":0.005895195,"domain_scores_codex":[0.9992775,0.0002751751,0.00006390375,0.0001801719,0.0001322639,0.00007100245],"domain_scores_gemma":[0.9975689,0.0004657778,0.0008358836,0.00044792,0.000262865,0.0004186305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001529164,0.0001122882,0.996581,0.000009375353,0.0001219867,0.00004603915,0.0000700302,0.00006178935,0.000339038,0.000008553625,0.0002301488,0.0008907065],"study_design_scores_gemma":[0.0001000811,0.0003820455,0.9985054,0.000005582891,0.0001110705,0.0001707255,0.0001028608,0.0001918157,0.0001518613,0.000009261876,0.0002633331,0.000006098569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989498,0.0001108595,0.00005423059,0.00003247126,0.0000045129,0.00001145991,0.0006616834,0.000004234474,0.000170774],"genre_scores_gemma":[0.9978992,0.00007870007,0.0001362522,0.00003562709,0.00002796187,0.00001761628,0.001660858,0.000004689262,0.0001390849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003798871,"threshold_uncertainty_score":0.009457409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009390532511459607,"score_gpt":0.2537244955416062,"score_spread":0.2443339630301466,"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."}}