{"id":"W4286615932","doi":"10.1016/s2213-8587(22)00172-3","title":"Blood pressure-lowering treatment for prevention of major cardiovascular diseases in people with and without type 2 diabetes: an individual participant-level data meta-analysis","year":2022,"lang":"en","type":"article","venue":"The Lancet Diabetes & Endocrinology","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"NIHR Oxford Biomedical Research Centre; National Heart, Lung, and Blood Institute; Oxford Martin School, University of Oxford; National Health and Medical Research Council; Medical Research Council; National Institutes of Health; National Heart and Lung Institute; British Heart Foundation; University of Bristol; National Institute for Health and Care Research; UK Research and Innovation","keywords":"Medicine; Blood pressure; Type 2 diabetes; Hazard ratio; Diabetes mellitus; Myocardial infarction; Heart failure; Internal medicine; Cardiology; Stroke (engine); Placebo; Proportional hazards model; Intensive care medicine; Emergency medicine; Confidence interval; Endocrinology","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":[0.03829199,0.003575543,0.02411083,0.004701011,0.0005247014,0.004380646,0.002758952,0.002721082,0.003459082],"category_scores_gemma":[0.06088323,0.001699741,0.06768404,0.004944445,0.0009005809,0.00227785,0.001927438,0.003446965,0.0003620259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002240183,"about_ca_system_score_gemma":0.002055401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00598238,"about_ca_topic_score_gemma":0.007066097,"domain_scores_codex":[0.9642912,0.02571522,0.004725331,0.002859469,0.001808634,0.0006001433],"domain_scores_gemma":[0.9673535,0.02534502,0.003436256,0.002051139,0.001449523,0.0003645783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003798946,0.0000173442,0.001639204,0.03509097,0.9552668,0.00003790009,0.00002533153,0.0006630773,0.0001241009,0.0001060468,0.0003273628,0.002902831],"study_design_scores_gemma":[0.002065197,0.0002190811,0.001619376,0.002445053,0.992094,0.00004145534,0.00001213885,0.000337058,0.00008583236,0.0003528351,0.0007103898,0.00001758317],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02354175,0.9603136,0.008366316,0.0008361465,0.00106093,0.001396277,0.003210071,0.0002878912,0.0009870251],"genre_scores_gemma":[0.7031295,0.262879,0.01766236,0.003568632,0.0008805448,0.006184834,0.004149053,0.0003213506,0.001224807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03829199,"threshold_uncertainty_score":0.2025098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2344001959365679,"score_gpt":0.3462705530180301,"score_spread":0.1118703570814622,"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."}}