{"id":"W1976126931","doi":"10.1097/hpc.0b013e318053d1a1","title":"An Annual, Prospective, International Study of Outpatients With Cardiovascular Disease or Risk Factors","year":2007,"lang":"en","type":"article","venue":"Critical Pathways in Cardiology A Journal of Evidence-Based Medicine","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Disease; Dyslipidemia; Observational study; Medical diagnosis; Diabetes mellitus; Demographics; Medical history; Emergency medicine; Risk factor; Internal medicine; Physical therapy; Intensive care medicine; Family medicine; Pediatrics; Demography; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009855664,0.0004401224,0.0004067838,0.001134854,0.0005581162,0.0006500494,0.0004187362,0.0005993567,0.001259105],"category_scores_gemma":[0.002658969,0.000545754,0.0002810436,0.001485226,0.0002988381,0.0008730203,0.0006426392,0.000976776,0.0005578878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003057416,"about_ca_system_score_gemma":0.0005057378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004942694,"about_ca_topic_score_gemma":0.006245114,"domain_scores_codex":[0.9990747,0.0002872738,0.0001149581,0.0001979815,0.000204478,0.0001206517],"domain_scores_gemma":[0.9965508,0.0003516637,0.001944422,0.0002328569,0.0003138662,0.0006064533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006047103,0.0001212713,0.9986975,0.000006426805,0.00002172286,0.00003012328,0.0001075045,0.00001109114,0.0001006953,0.000008214562,0.0002254057,0.0006097467],"study_design_scores_gemma":[0.00002307278,0.0001685119,0.9989725,0.000005292502,0.00001728822,0.0002214832,0.0002142275,0.00006408714,0.00003540302,0.000006508616,0.000268225,0.000003423763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970323,0.0001516765,0.0001501949,0.00005921495,0.000007622972,0.00005539939,0.001854929,0.000008514922,0.0006801529],"genre_scores_gemma":[0.9939639,0.0003040789,0.0005222887,0.0001831881,0.00005178398,0.0001437499,0.004368899,0.000008316961,0.0004538447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004942694,"threshold_uncertainty_score":0.009827852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016488545293976,"score_gpt":0.3686031807492203,"score_spread":0.2669543262198227,"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."}}