{"id":"W2981735856","doi":"10.1093/eurheartj/ehz748.0289","title":"P1527The applicability of the dual pathway approach criteria after coronary angiography","year":2019,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Mace; Coronary artery disease; Internal medicine; Myocardial infarction; Rivaroxaban; Cardiology; Heart failure; Stroke (engine); Aspirin; Hazard ratio; Confidence interval; Percutaneous coronary intervention; Warfarin; Atrial fibrillation","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":[0.002266319,0.0002753996,0.000539163,0.0008144469,0.0003237419,0.001179886,0.000608251,0.0006217572,0.007670559],"category_scores_gemma":[0.009173505,0.000155094,0.0004626503,0.0009864748,0.0004157813,0.000400308,0.000702874,0.0006842747,0.001303456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000282147,"about_ca_system_score_gemma":0.0008235893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00230356,"about_ca_topic_score_gemma":0.001191026,"domain_scores_codex":[0.9974225,0.0009930506,0.0004246103,0.0004599833,0.00045972,0.0002401942],"domain_scores_gemma":[0.9937999,0.002330906,0.002162375,0.000485267,0.0006641637,0.0005574533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002277638,0.0001134521,0.9668126,0.0001491653,0.000135257,0.001189141,0.00007456866,0.0003310137,0.0009768688,0.001232855,0.00623123,0.02047629],"study_design_scores_gemma":[0.0004755618,0.0007182974,0.9696499,0.0002142687,0.0001803037,0.01074365,0.0002282652,0.004259734,0.001078963,0.002652081,0.009767237,0.00003175975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967924,0.002923673,0.003123334,0.001709434,0.0002559349,0.0001891477,0.005021089,0.00003840648,0.01881506],"genre_scores_gemma":[0.9970541,0.0002594095,0.0007048937,0.0001701642,0.0001112977,0.00004016999,0.0009955782,0.00001078573,0.0006535993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007670559,"threshold_uncertainty_score":0.02566057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0547558607698557,"score_gpt":0.3069258811033349,"score_spread":0.2521700203334791,"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."}}