{"id":"W1501089664","doi":"10.1002/9781444300857.ch15","title":"Bridging Anticoagulation in Patients Who Require Temporary Interruption of Warfarin for Surgery","year":2008,"lang":"en","type":"other","venue":"","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph's Hospital","funders":"","keywords":"Bridging (networking); Warfarin; Medicine; Surgery; Computer science; Cardiology; Computer security","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":[0.0003702052,0.0001833311,0.0002766845,0.0008408377,0.0001757374,0.0005269104,0.0001846222,0.000319818,0.02664698],"category_scores_gemma":[0.00240383,0.00005517671,0.0002859484,0.001050197,0.00009495499,0.0005174179,0.0003345381,0.0006459524,0.004219159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662292,"about_ca_system_score_gemma":0.0008452261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001884845,"about_ca_topic_score_gemma":0.006570487,"domain_scores_codex":[0.999823,0.00004946518,0.00003241569,0.00001640089,0.00005659568,0.00002204356],"domain_scores_gemma":[0.9994059,0.0002735342,0.0001128858,0.00001785848,0.0001218121,0.00006801758],"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":[0.0001126497,0.00009391036,0.007489423,0.0009128568,0.00001487318,0.0002477081,0.0001357936,0.0001589514,0.0001601142,0.003246793,0.4095038,0.5779232],"study_design_scores_gemma":[0.0001049965,0.0001354445,0.05311404,0.004675298,0.00006042704,0.001343802,0.0003436948,0.0003009748,0.0003467023,0.005859527,0.9336962,0.0000187694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01573856,0.1094152,0.003441544,0.0446694,0.005127497,0.0003872883,0.007005163,0.0003597581,0.8138556],"genre_scores_gemma":[0.134213,0.463982,0.02205891,0.03546833,0.01291732,0.00130365,0.01371338,0.0003496224,0.3159939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02664698,"threshold_uncertainty_score":0.08914298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04748041957847314,"score_gpt":0.3009616389060344,"score_spread":0.2534812193275612,"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."}}