{"id":"W2790019499","doi":"10.1161/circulationaha.116.027034","title":"Value of Progression of Coronary Artery Calcification for Risk Prediction of Coronary and Cardiovascular Events","year":2017,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Coronary artery calcium; Coronary artery disease; Framingham Risk Score; Cohort; Population; Disease","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":[0.006814625,0.0007943522,0.0005449327,0.001190709,0.0002377928,0.0009651768,0.0005543211,0.0006538773,0.0008448033],"category_scores_gemma":[0.01369156,0.0001851998,0.0007078693,0.0004443829,0.000408991,0.0007169016,0.000580347,0.001215203,0.0001840009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004630741,"about_ca_system_score_gemma":0.000756307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258114,"about_ca_topic_score_gemma":0.00137937,"domain_scores_codex":[0.9984127,0.0007911425,0.0001043485,0.0002345756,0.0003806119,0.0000765046],"domain_scores_gemma":[0.9898009,0.006413545,0.001571785,0.0005727917,0.0008349059,0.0008060621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001877571,0.000143112,0.9683003,0.00004565802,0.000342475,0.0000373419,0.00004510793,0.003643555,0.000831979,0.00007781719,0.0001873365,0.02446775],"study_design_scores_gemma":[0.0002213106,0.002696373,0.9141908,0.00008488822,0.0007323028,0.000525408,0.00005198519,0.07750381,0.002143421,0.0009860508,0.0008119434,0.0000517528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944251,0.00118802,0.003056224,0.0001765755,0.00001972691,0.00005706663,0.0003134737,0.0000654769,0.0006983557],"genre_scores_gemma":[0.996608,0.0001371876,0.002835501,0.00002162738,0.0000315164,0.00001339116,0.0002447796,0.000006453176,0.0001015903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006814625,"threshold_uncertainty_score":0.03603965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561250277454163,"score_gpt":0.2959959998386844,"score_spread":0.2703834970641427,"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."}}