{"id":"W2423170275","doi":"10.1038/nrcardio.2012.127","title":"HDL cholesterol is not HDL—don't judge the book by its cover","year":2012,"lang":"en","type":"review","venue":"Nature Reviews Cardiology","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Cover (algebra); Cholesterol; Ldl cholesterol; Randomized controlled trial; Epidemiology; Internal medicine; Reduction (mathematics)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003829292,0.00151966,0.01199966,0.0002331272,0.0001947424,0.00005408324,0.001023789,0.004041123,0.0005670864],"category_scores_gemma":[0.0006316372,0.0008453302,0.008365931,0.0005568063,0.0002923523,0.0001645904,0.0003422051,0.005650108,0.004546451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003066855,"about_ca_system_score_gemma":0.0003935834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007729675,"about_ca_topic_score_gemma":0.000008764406,"domain_scores_codex":[0.9920059,0.002757136,0.001695034,0.001406784,0.0008187709,0.001316357],"domain_scores_gemma":[0.9946292,0.0003672135,0.0009626398,0.003337614,0.0002359004,0.0004674299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007873534,0.00002174554,0.000002550572,0.01424564,0.00173909,0.00002459896,0.00002007175,3.543129e-8,4.438806e-7,0.00001373811,0.2899713,0.6939529],"study_design_scores_gemma":[0.0006398009,0.0001144437,0.00005102611,0.008019667,0.01669578,0.001430894,0.000002538408,1.843147e-7,0.000006764224,0.000002708835,0.9722838,0.0007524141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001250962,0.9800874,0.00004099583,0.0006864282,0.00242766,0.007525072,0.000460024,0.000109674,0.008661498],"genre_scores_gemma":[0.00001381052,0.9670686,0.0000439741,0.01512404,0.006795061,0.001495888,0.0008325094,0.0002468215,0.00837932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6932005,"threshold_uncertainty_score":0.9997552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04948706640163271,"score_gpt":0.3408060972242299,"score_spread":0.2913190308225972,"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."}}