{"id":"W4404565237","doi":"10.1016/j.acvd.2024.11.001","title":"Estimation of the proportion of cardiovascular disease cases in France attributable to high concentrations of low-density lipoprotein cholesterol","year":2024,"lang":"en","type":"article","venue":"Archives of cardiovascular diseases","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Cholesterol; Estimation; Atherosclerotic cardiovascular disease; Internal medicine; Cardiology; Ldl cholesterol; Disease; Environmental health","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":[0.002002419,0.0006657671,0.0005565123,0.002307559,0.0004675134,0.001395151,0.0007657394,0.001435672,0.002247969],"category_scores_gemma":[0.004808436,0.0003064566,0.001663436,0.0008335043,0.0003272347,0.0005065101,0.0006058175,0.0005278516,0.0007415349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811321,"about_ca_system_score_gemma":0.0006385086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0878371,"about_ca_topic_score_gemma":0.03463579,"domain_scores_codex":[0.9978526,0.001304016,0.0001260576,0.0003109856,0.0002336109,0.0001727182],"domain_scores_gemma":[0.9973828,0.001417063,0.0004061687,0.0002287838,0.0003908812,0.0001742247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005305852,0.00008028695,0.9854487,0.00002672999,0.000525218,0.0001905082,0.0001200809,0.00313339,0.000686884,0.0002679472,0.0005512511,0.00843835],"study_design_scores_gemma":[0.0000246548,0.0001357856,0.9939054,0.000009251496,0.0000761378,0.0003048915,0.000134287,0.004470883,0.0001242474,0.00006234177,0.0007397955,0.00001240413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935424,0.0008353377,0.001522616,0.0002285179,0.00001428434,0.00001942287,0.001301365,0.00008223922,0.002453764],"genre_scores_gemma":[0.9966325,0.0002487691,0.0006743089,0.00005666608,0.00002443869,0.00001614894,0.001448601,0.00001124812,0.0008873988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0878371,"threshold_uncertainty_score":0.1746517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00834597925702589,"score_gpt":0.2355076881886682,"score_spread":0.2271617089316423,"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."}}