{"id":"W2107549655","doi":"10.4065/83.6.628","title":"Perioperative Management of Warfarin Therapy: To Bridge or Not to Bridge, That Is the Question","year":2008,"lang":"en","type":"letter","venue":"Mayo Clinic Proceedings","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Warfarin; Perioperative; Stroke (engine); Atrial fibrillation; Neurology; Thrombosis; Intensive care medicine; Internal medicine; Cardiology; Surgery; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008285354,0.0006907219,0.001486156,0.0003433558,0.0002346266,0.0001189006,0.0007453974,0.0004709261,0.000743833],"category_scores_gemma":[0.000101771,0.0004477443,0.0004023336,0.0005768699,0.0001560121,0.0001188824,0.0005244109,0.00111509,0.000613481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002420033,"about_ca_system_score_gemma":0.0001146123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003189242,"about_ca_topic_score_gemma":0.000007082019,"domain_scores_codex":[0.9959151,0.00003768035,0.0009408278,0.00115648,0.001211401,0.0007385639],"domain_scores_gemma":[0.9981532,0.0001128379,0.0004334792,0.0006706623,0.0004352075,0.0001946538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005142961,0.0003324929,0.0003465334,0.0009002479,0.0009351388,0.0001889645,0.006627365,5.039743e-7,0.00004164851,0.000118654,0.9774975,0.0124967],"study_design_scores_gemma":[0.001295137,0.001712251,0.1145107,0.001616149,0.0005698606,0.00004048158,0.0005327962,0.000005439568,0.0009283753,0.00001802134,0.8782729,0.000497944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1158296,0.0002355993,0.00007792085,0.8592974,0.0008690551,0.007032081,0.00008486849,0.0001811866,0.01639231],"genre_scores_gemma":[0.06058553,0.006425497,0.0008403953,0.875444,0.002072864,0.0009319254,0.00006464724,0.00017067,0.05346448],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1141641,"threshold_uncertainty_score":0.9997974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064809658310846,"score_gpt":0.3756194719025106,"score_spread":0.269138506071426,"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."}}