{"id":"W2008944778","doi":"10.1161/circulationaha.112.105221","title":"Periprocedural Heparin Bridging in Patients Receiving Vitamin K Antagonists","year":2012,"lang":"en","type":"review","venue":"Circulation","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":435,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Hospital","funders":"","keywords":"Medicine; Odds ratio; Vitamin K antagonist; Confidence interval; Internal medicine; Low molecular weight heparin; Heparin; Randomized controlled trial; Incidence (geometry); Lower risk; Gastroenterology; Warfarin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000256022,0.0002623969,0.0009472324,0.000367551,0.00005839369,0.00003689407,0.00005939095,0.0002038426,0.00006369487],"category_scores_gemma":[0.0001180128,0.0002412485,0.0002924916,0.0003980118,0.00001593382,0.0002081547,0.00004908218,0.0001854016,0.000136834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004131339,"about_ca_system_score_gemma":0.000065482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001062539,"about_ca_topic_score_gemma":0.000003570107,"domain_scores_codex":[0.9984706,0.00007458244,0.000624349,0.0002904074,0.0002703954,0.0002696776],"domain_scores_gemma":[0.9992813,0.00005030312,0.0003182297,0.0002302089,0.00004489254,0.00007501136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000005389479,0.000006750419,0.3943827,0.004216223,0.00002610201,0.000001077883,0.00003731736,0.000002189216,2.748039e-7,0.00003827694,0.00002069901,0.6012629],"study_design_scores_gemma":[0.0004920831,0.000007879948,0.6108698,0.003088864,0.0004707109,0.000003968213,0.000004190985,0.0000807864,1.318415e-7,0.000003245431,0.3847771,0.0002012887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008068515,0.9871676,0.00008906296,0.00005835598,0.0007719168,0.001790165,0.000003827044,0.00009843717,0.00195211],"genre_scores_gemma":[0.295893,0.7011126,0.0001276531,0.000030035,0.001289642,0.00001239969,0.001145511,0.00006854468,0.0003206092],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6010616,"threshold_uncertainty_score":0.9837828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09533287219988354,"score_gpt":0.3600437161317305,"score_spread":0.264710843931847,"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."}}