{"id":"W2939298195","doi":"10.33805/2639.6807.109","title":"Is Expanding Heart Always Serious?","year":2018,"lang":"en","type":"article","venue":"Clinical Cardiology and Cardiovascular Medicine","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Presentation (obstetrics); Aneurysm; Diabetes mellitus; Complication; Stroke (engine); Mortality rate; Population; Cardiology; Intensive care medicine; Internal medicine; Radiology","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":[0.002069995,0.0002833486,0.002087509,0.00008991564,0.000192264,0.000007621918,0.00008986145,0.0004402418,0.0002169041],"category_scores_gemma":[0.0005203002,0.0001842336,0.001873726,0.0002083326,0.002307854,0.0000458418,0.0001425879,0.0004660101,0.00007534548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002029634,"about_ca_system_score_gemma":0.00005315875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004007814,"about_ca_topic_score_gemma":9.501866e-7,"domain_scores_codex":[0.9974542,0.0003175655,0.0006477357,0.0007770222,0.0003637051,0.0004397455],"domain_scores_gemma":[0.9981676,0.0002239645,0.00006152946,0.000883086,0.0002332124,0.0004305853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006937169,0.00002569894,0.7802084,0.0001758848,0.01007618,0.0006413322,0.0003675715,0.000001907677,0.0007271913,0.0003089179,0.1229188,0.08385437],"study_design_scores_gemma":[0.002839383,0.00146239,0.5811592,0.0001032732,0.001685128,0.004217611,0.0003305844,0.00001496989,0.00007639131,0.0002506817,0.407654,0.0002064349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292287,0.03346496,0.000491943,0.005631818,0.00318749,0.0005047678,0.000008258888,0.0001789673,0.02730315],"genre_scores_gemma":[0.9781963,0.003227124,0.0002325003,0.006994735,0.01062553,0.00001516488,0.00001794164,0.0000289346,0.0006618025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2847351,"threshold_uncertainty_score":0.8503383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04933823952641625,"score_gpt":0.3713470389507545,"score_spread":0.3220087994243383,"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."}}