{"id":"W2475685525","doi":"10.1161/circulationaha.116.022307","title":"Urgent Need to Measure Effects of Direct Oral Anticoagulants","year":2016,"lang":"en","type":"article","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Medicine; Measure (data warehouse); Intensive care medicine; Data mining","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":[0.02493209,0.001362442,0.003795027,0.002568603,0.0009315831,0.005257889,0.002816679,0.007774494,0.0137187],"category_scores_gemma":[0.06105951,0.0006321664,0.001571173,0.00147624,0.00420534,0.01003583,0.001885826,0.01262647,0.006150485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00225087,"about_ca_system_score_gemma":0.004685354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003292471,"about_ca_topic_score_gemma":0.00365639,"domain_scores_codex":[0.9833015,0.005201721,0.002230033,0.001926547,0.006854619,0.000485527],"domain_scores_gemma":[0.8896348,0.05912954,0.005679393,0.006152094,0.03410622,0.005297883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006699817,0.0006111753,0.02442935,0.007512561,0.0003633473,0.0005576925,0.0003963856,0.0004733456,0.003085858,0.01349541,0.2546744,0.6937305],"study_design_scores_gemma":[0.0002986198,0.001437101,0.03076881,0.0114717,0.000677043,0.006161808,0.002273556,0.001891159,0.003694346,0.08534883,0.8556052,0.000371761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.006092548,0.5666221,0.01705839,0.3700026,0.01974475,0.0002705423,0.001300136,0.001067593,0.01784132],"genre_scores_gemma":[0.08863675,0.3892423,0.08713393,0.3631648,0.05910797,0.0007298828,0.002306341,0.0005576179,0.009120443],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02493209,"threshold_uncertainty_score":0.1318551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06338024450312983,"score_gpt":0.3178395189723678,"score_spread":0.254459274469238,"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."}}