{"id":"W7074574125","doi":"","title":"Modifiable risk factors, cardiovascular disease, and mortality in 155 722 individuals from 21 high-income, middle-income, and low-income countries (PURE): A prospective cohort study","year":2020,"lang":"en","type":"article","venue":"eCommons - AKU (Aga Khan University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Prospective cohort study; Disease; Hazard ratio; Epidemiology; Cohort study; Proportional hazards model; Socioeconomic status; Cohort; Risk factor; Comorbidity","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000371274,0.0004490616,0.001124586,0.0003511846,0.0003411534,0.0001018979,0.0002973866,0.0001795752,0.00005376265],"category_scores_gemma":[0.0004395696,0.0004545494,0.0001911548,0.0007821127,0.0002769113,0.0003999996,0.0006499394,0.000599151,0.00001217071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002491842,"about_ca_system_score_gemma":0.0001542893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01095413,"about_ca_topic_score_gemma":0.0009759822,"domain_scores_codex":[0.997224,0.0003571821,0.000367936,0.0009616959,0.000620543,0.0004686343],"domain_scores_gemma":[0.9976912,0.0004772199,0.0001715656,0.0007327849,0.0001059539,0.0008213044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003856255,0.0002845956,0.9941816,0.000123615,0.002190905,0.00109309,0.001008947,0.0004316202,0.000001076375,0.0002498333,0.00002620554,0.00002283244],"study_design_scores_gemma":[0.005038964,0.0004554299,0.9888594,0.0003205464,0.002394396,0.000003248891,0.001179568,0.0006174203,0.00004298908,0.0002061104,0.0004161232,0.0004658572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940662,0.001125418,0.00009386575,0.0001201453,0.00009401407,0.001766761,0.001934471,0.0001844516,0.0006146437],"genre_scores_gemma":[0.9988138,0.0005197057,0.000182991,0.00002954753,0.00009532428,0.00001059438,0.0001999368,0.00003845915,0.0001096482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009978144,"threshold_uncertainty_score":0.9997906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494569479053353,"score_gpt":0.2132706757640008,"score_spread":0.1983249809734673,"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."}}