{"id":"W4413345705","doi":"10.1001/jamacardio.2025.2725","title":"Statin Eligibility According to Atherosclerotic Cardiovascular Disease Risk in the US","year":2025,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Atherosclerotic cardiovascular disease; Disease; Statin; Internal medicine; Risk assessment; Cardiology","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":[0.001154093,0.0001786247,0.0003566572,0.0008304897,0.0003500943,0.0005117945,0.0003492043,0.0006173215,0.001154418],"category_scores_gemma":[0.004508528,0.0002816461,0.0004909215,0.001801359,0.0002479408,0.000412047,0.0004545806,0.0005814105,0.000244101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004650685,"about_ca_system_score_gemma":0.0006579361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03355082,"about_ca_topic_score_gemma":0.04565214,"domain_scores_codex":[0.9990162,0.0004344977,0.0001288515,0.0001300837,0.0001544632,0.0001358741],"domain_scores_gemma":[0.9978429,0.0004550234,0.0009540697,0.0001464873,0.0002793376,0.0003221782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001443146,0.00005316216,0.9988404,0.0000047222,0.00007299278,0.00001494747,0.00003317981,0.00004048636,0.00007584065,0.00002746054,0.0001914012,0.0005010781],"study_design_scores_gemma":[0.00001455965,0.00006953244,0.9992604,0.000005167526,0.00005190396,0.00006039332,0.00007183693,0.0002361882,0.00003799142,0.00003580924,0.0001519727,0.00000422009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977252,0.0003025474,0.00009132547,0.0001478547,0.000006978817,0.00001444517,0.0008889192,0.000005211646,0.0008174173],"genre_scores_gemma":[0.9989578,0.00009409699,0.00008467909,0.0001304759,0.000009387662,0.00001369582,0.0005363838,0.000002507244,0.0001709541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03355082,"threshold_uncertainty_score":0.06671107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166464733625079,"score_gpt":0.2970258327422532,"score_spread":0.2803793593797453,"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."}}