{"id":"W4220848810","doi":"10.1093/jcag/gwac010","title":"American College of Gastroenterology-Canadian Association of Gastroenterology Clinical Practice Guideline: Management of Anticoagulants and Antiplatelets During Acute Gastrointestinal Bleeding and the Periendoscopic Period","year":2022,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Antiplatelet Therapy and Cardiovascular Diseases","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; St. Paul's Hospital; McMaster University; St. Joseph’s Healthcare Hamilton; University of British Columbia; McGill University","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Dabigatran; Warfarin; Rivaroxaban; Fresh frozen plasma; Apixaban; Gastrointestinal bleeding; Guideline; Prothrombin complex concentrate; Hemostasis; Internal medicine; Intensive care medicine; Gastroenterology; Atrial fibrillation; Platelet","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005164728,0.0004149898,0.003917922,0.0007258002,0.0002170378,0.00001501371,0.0005394626,0.0002212113,0.00005559699],"category_scores_gemma":[0.001159469,0.0003120592,0.001348686,0.0003149352,0.0007041813,0.0001195436,0.0001980609,0.00105573,3.477773e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114326,"about_ca_system_score_gemma":0.0009306088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003137086,"about_ca_topic_score_gemma":0.03449295,"domain_scores_codex":[0.9922999,0.002764419,0.002988951,0.0003608386,0.000832346,0.000753557],"domain_scores_gemma":[0.9890333,0.0004854455,0.008866831,0.0004252339,0.0007495194,0.0004396138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009078382,0.0002574653,0.9626769,0.002474032,0.01936376,0.0006046345,0.0001990395,0.00002401895,0.00001265214,0.00005730749,0.001156044,0.004095747],"study_design_scores_gemma":[0.05130964,0.0224814,0.6691439,0.01085321,0.06339636,0.03923262,0.004457305,0.0001280438,0.000007772258,0.00004263398,0.1383676,0.0005795183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9370413,0.05138689,0.00005618309,0.007356986,0.0009654069,0.001640082,0.001453763,0.000007782414,0.00009158558],"genre_scores_gemma":[0.4050398,0.5923041,0.001535456,0.0007245236,0.0001935056,0.00001740018,0.00004539411,0.00006324848,0.0000765509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5409172,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637136209354037,"score_gpt":0.3042988099732552,"score_spread":0.2879274478797148,"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."}}