{"id":"W2766220649","doi":"10.1136/heartjnl-2017-311609","title":"Prognostic validation of a non-laboratory and a laboratory based cardiovascular disease risk score in multiple regions of the world","year":2017,"lang":"en","type":"article","venue":"Heart","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Servier; Sanofi; Boehringer Ingelheim; Heart and Stroke Foundation of Canada; GlaxoSmithKline; Canadian Institutes of Health Research; AstraZeneca Canada; Population Health Research Institute","keywords":"Medicine; Framingham Risk Score; Disease; Internal medicine; Medical physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008395484,0.0001245749,0.0004775655,0.000127524,0.0001413785,0.00001831373,0.0001086962,0.00005372278,0.000006660435],"category_scores_gemma":[0.00166944,0.00009662021,0.0003419602,0.0002564785,0.0003062613,0.00009851333,0.0000548255,0.0001776795,0.000003023002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002524499,"about_ca_system_score_gemma":0.0003365626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001818613,"about_ca_topic_score_gemma":0.0004405249,"domain_scores_codex":[0.9987184,0.0002086574,0.0002387055,0.0002556156,0.0004112614,0.0001673332],"domain_scores_gemma":[0.9979061,0.00008299042,0.0001456861,0.001514823,0.0002178227,0.0001325711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008903006,0.0001624996,0.9951524,0.0004329782,0.0002650562,0.00001561716,0.00008967474,0.000162051,0.0005195534,0.000005585775,0.0003218465,0.002783669],"study_design_scores_gemma":[0.002192005,0.00004557331,0.9794444,0.0007457875,0.0006408592,7.922202e-7,0.00002221153,0.0007182516,0.009950143,0.00001446512,0.006130898,0.0000946373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955314,0.00279108,0.00006437248,0.0002385409,0.0000975482,0.001069553,0.0001028555,0.00001434667,0.00009025951],"genre_scores_gemma":[0.9992795,0.00006208511,0.0003618911,0.00006067187,0.00007930008,0.00008991886,0.000008167226,0.00002220843,0.00003627211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01570806,"threshold_uncertainty_score":0.3940058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996273266957666,"score_gpt":0.247041205598396,"score_spread":0.2270784729288194,"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."}}