{"id":"W3087260085","doi":"10.1001/jamanetworkopen.2020.15943","title":"Evaluation of the Age, Biomarkers, and Clinical History–Bleeding Risk Score in Patients With Atrial Fibrillation With Combined Aspirin and Anticoagulation Therapy Enrolled in the ARISTOTLE and RE-LY Trials","year":2020,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"GDF15 and Related Biomarkers","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"Svenska Sällskapet för Medicinsk Forskning; Stiftelsen för Strategisk Forskning; Hjärt-Lungfonden; Pfizer; Duke Clinical Research Institute; Bristol-Myers Squibb","keywords":"Medicine; Atrial fibrillation; Internal medicine; Interquartile range; Aspirin; Stroke (engine); Randomized controlled trial; Apixaban; Warfarin; Concomitant; Cohort; Cardiology; Rivaroxaban; Surgery","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":[0.007826356,0.00088691,0.002359958,0.0007893976,0.0005598787,0.001319472,0.0006955668,0.001161588,0.001312017],"category_scores_gemma":[0.007794999,0.0004111445,0.001488528,0.001026773,0.0004236672,0.001243672,0.0006722292,0.001209633,0.00028254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003125005,"about_ca_system_score_gemma":0.0005553068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000406545,"about_ca_topic_score_gemma":0.001099639,"domain_scores_codex":[0.9948485,0.002891092,0.000558301,0.0007330184,0.0007239363,0.0002451617],"domain_scores_gemma":[0.9935423,0.001822803,0.00292603,0.0006898923,0.000442345,0.0005765168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08901397,0.0007047752,0.8887462,0.0004231269,0.00512239,0.0001881658,0.00009102065,0.0005140164,0.001252065,0.0002009118,0.001128017,0.01261526],"study_design_scores_gemma":[0.01473029,0.01096328,0.9638466,0.0001208021,0.003289436,0.000666055,0.00009644349,0.002712689,0.000904661,0.0005016671,0.002097827,0.00007024427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919474,0.004589277,0.0007630991,0.0001947599,0.00006982202,0.0002308443,0.001089472,0.00001508051,0.001100257],"genre_scores_gemma":[0.995051,0.0005917734,0.000891385,0.0001887376,0.0001724848,0.000358151,0.002431673,0.000006620516,0.0003083445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007826356,"threshold_uncertainty_score":0.04139024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125882823799076,"score_gpt":0.341029252128147,"score_spread":0.2284409697482394,"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."}}