{"id":"W2164363761","doi":"10.1093/eurheartj/ehs015","title":"Road mapping ATLAS ACS 2: are we there yet?","year":2012,"lang":"en","type":"editorial","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Prasugrel; Ticagrelor; Acute coronary syndrome; Clopidogrel; Percutaneous coronary intervention; Warfarin; Dabigatran; Antithrombotic; Atrial fibrillation; Internal medicine; Cardiology; Aspirin; Myocardial infarction; Intensive care medicine","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":[0.001726686,0.0008755624,0.0009347952,0.00486491,0.001814763,0.006047608,0.001946048,0.003487088,0.1652873],"category_scores_gemma":[0.01386549,0.0003611682,0.0007942557,0.004206466,0.0008060295,0.005355104,0.002851558,0.002979905,0.06827204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00216044,"about_ca_system_score_gemma":0.006791145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02408176,"about_ca_topic_score_gemma":0.02699237,"domain_scores_codex":[0.9990226,0.0002230019,0.0001021389,0.0001688136,0.0003114373,0.0001720217],"domain_scores_gemma":[0.9919912,0.001416782,0.000510172,0.0005597877,0.003800512,0.001721619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004274906,0.00001249307,0.001637108,0.0004165863,0.00001420852,0.00009925474,0.0001018398,0.0001958632,0.00004975165,0.006054714,0.8930344,0.09834098],"study_design_scores_gemma":[0.000008373264,0.00001074919,0.001541132,0.0006101261,0.00001734983,0.0001538333,0.0003088842,0.0001605439,0.00003608652,0.006733735,0.9904003,0.00001893347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.005414357,0.04772961,0.01335254,0.3865019,0.05876048,0.0005473229,0.1530384,0.01230725,0.3223482],"genre_scores_gemma":[0.1105074,0.139356,0.0529363,0.120566,0.04232512,0.002020568,0.2607236,0.009253054,0.2623121],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1652873,"threshold_uncertainty_score":0.5529411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193581379673028,"score_gpt":0.3541814624093284,"score_spread":0.2348233244420256,"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."}}