{"id":"W4297265429","doi":"10.1177/08465371221127236","title":"Association of Pectus Excavatum With Ventricular Remodelling and Mitral Valve Abnormalities in Marfan Syndrome","year":2022,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto General Hospital; University of Toronto","funders":"","keywords":"Pectus excavatum; Medicine; Cardiology; Internal medicine; Ejection fraction; Mitral valve prolapse; Marfan syndrome; Bicuspid aortic valve; Diastole; Cardiac magnetic resonance imaging; Mitral valve; Heart failure; Aortic valve; Magnetic resonance imaging; Surgery; Blood pressure; 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":[0.001057257,0.0001058578,0.0004060209,0.0003804542,0.0001491365,0.00001535231,0.00006273369,0.0000887985,0.00007841817],"category_scores_gemma":[0.0002595547,0.0000947473,0.0001752921,0.0002342468,0.00002605075,0.00007811387,0.00001194002,0.0003676414,4.539811e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005446527,"about_ca_system_score_gemma":0.000561454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008928306,"about_ca_topic_score_gemma":0.01304967,"domain_scores_codex":[0.9985741,0.0001815521,0.0003900451,0.0001242132,0.0004010919,0.0003289864],"domain_scores_gemma":[0.9987718,0.0001493855,0.0006533918,0.00008046442,0.0001507724,0.0001941481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004621515,0.00006758117,0.9961711,0.00002295639,0.0005294844,0.0004608352,0.0004174181,0.00100997,0.000004766689,0.0001034894,0.0009864008,0.0001797443],"study_design_scores_gemma":[0.0021671,0.0008155479,0.9922926,0.00006683881,0.0002425122,0.00203711,0.0005863064,0.0002125019,0.00002699751,0.0002352656,0.001211835,0.0001054163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959514,0.001195797,0.0000151579,0.001986096,0.0001142651,0.0001805228,0.00008566424,0.000005478017,0.0004655972],"genre_scores_gemma":[0.9988164,0.0002998948,0.0002231159,0.000133307,0.00003133777,0.00001139173,0.00003834879,0.000009493177,0.0004366911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004885073,"threshold_uncertainty_score":0.9983714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00848033742216946,"score_gpt":0.2113854687962507,"score_spread":0.2029051313740813,"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."}}