{"id":"W4387933893","doi":"10.1016/j.jcjd.2023.10.351","title":"ROLE OF LOW-DOSE ASPIRIN FOR THE PRIMARY PREVENTION OF ISCHEMIC VASCULAR EVENTS: AN UPDATED SYSTEMATIC REVIEW AND META-ANALYSIS","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Aspirin; Primary prevention; Low dose aspirin; Meta-analysis; Randomized controlled trial; Systematic review; Internal medicine; Intensive care medicine; Secondary prevention; Cardiology; MEDLINE; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01141443,0.002475815,0.01522842,0.004248103,0.0006221285,0.003262428,0.002129099,0.002786892,0.003329429],"category_scores_gemma":[0.02887509,0.001744308,0.03492078,0.004381898,0.0008033143,0.002385968,0.001755193,0.002633547,0.0003826201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001626062,"about_ca_system_score_gemma":0.002725634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008769893,"about_ca_topic_score_gemma":0.02498939,"domain_scores_codex":[0.9919404,0.002839608,0.002880401,0.001092776,0.0009392276,0.0003074868],"domain_scores_gemma":[0.9847675,0.01014171,0.002930724,0.0008277007,0.001099874,0.0002324499],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003786147,0.00004545177,0.006915903,0.1371619,0.8402872,0.00013171,0.00007219369,0.0002927743,0.0003205512,0.00007513243,0.0006701646,0.01024096],"study_design_scores_gemma":[0.0008089939,0.0001373882,0.003841274,0.00453197,0.9896734,0.00005370086,0.00002383323,0.00008617804,0.00005178081,0.0000801276,0.0006923341,0.00001894512],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007408184,0.9907175,0.000486446,0.0002321998,0.0003434815,0.0001044874,0.0004362654,0.0000326389,0.0002387784],"genre_scores_gemma":[0.3077546,0.6840093,0.002655863,0.00276863,0.0008352566,0.0003451697,0.001017888,0.00005715078,0.000556117],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9885856,"threshold_uncertainty_score":0.06036603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04140875924684267,"score_gpt":0.3187407629959594,"score_spread":0.2773320037491168,"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."}}