{"id":"W2334318078","doi":"10.1136/eb-2012-100787","title":"Among statin-treated patients, LDL, non-HDL and apoB cholesterol biomarkers were associated with increased risks of cardiovascular events","year":2012,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University","funders":"","keywords":"Internal medicine; Gastroenterology; Apolipoprotein B; Medicine; Web of science; Cholesterol; Endocrinology; Meta-analysis","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":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005367434,0.001766722,0.004308299,0.001786007,0.00120671,0.001790435,0.003833778,0.01387883,0.02063345],"category_scores_gemma":[0.03720997,0.0007807903,0.003466695,0.00204159,0.0007816841,0.001552463,0.0006184281,0.01050973,0.007008301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002314889,"about_ca_system_score_gemma":0.00292887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02944664,"about_ca_topic_score_gemma":0.03018418,"domain_scores_codex":[0.9960576,0.001276212,0.0003404585,0.0007597646,0.001343657,0.0002223826],"domain_scores_gemma":[0.9719217,0.01712707,0.001288849,0.0005655568,0.008301252,0.0007954884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007792298,0.00001431347,0.0006025075,0.002698289,0.0008467103,0.00009289132,0.00004628208,0.00004680442,0.0001267367,0.0004621711,0.9862078,0.00807617],"study_design_scores_gemma":[0.00570645,0.0007418311,0.02970596,0.03901808,0.01627221,0.0008127933,0.0005168198,0.001715655,0.001361353,0.01184096,0.8917877,0.0005202577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001200887,0.1106545,0.0004511146,0.6634585,0.2087443,0.0001201506,0.008407929,0.0001682719,0.006794354],"genre_scores_gemma":[0.02013703,0.07549466,0.0006144757,0.5506752,0.3269523,0.0002960441,0.003102908,0.0001586205,0.02256873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02944664,"threshold_uncertainty_score":0.06902581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04490733029492595,"score_gpt":0.281331990269465,"score_spread":0.2364246599745391,"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."}}