{"id":"W4399279312","doi":"10.1055/s-0044-1787553","title":"Periprocedural Anticoagulation Management of Patients Undergoing Colonoscopy with Polypectomy","year":2024,"lang":"en","type":"article","venue":"TH Open","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Colonoscopy; Polypectomy; Incidence (geometry); Colorectal cancer; Surgery; Internal medicine; Cancer","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":[0.0005768226,0.0001122214,0.0001648531,0.0005080248,0.0005062355,0.0005299771,0.0002697848,0.0003077146,0.00108391],"category_scores_gemma":[0.004070204,0.0001106939,0.0002336746,0.0005879499,0.0001805676,0.0001980435,0.0003960738,0.000471364,0.0001233135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006275474,"about_ca_system_score_gemma":0.00148541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007137719,"about_ca_topic_score_gemma":0.01279177,"domain_scores_codex":[0.9991695,0.0002340314,0.0001373934,0.0001051977,0.0002215985,0.0001324264],"domain_scores_gemma":[0.9965926,0.0003177953,0.002145038,0.00008392469,0.0003199617,0.0005407773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008289211,0.00008983397,0.9923718,0.00002212341,0.00001849428,0.0002279658,0.0001101741,0.00004050077,0.0002553649,0.000008964709,0.0002592097,0.006512733],"study_design_scores_gemma":[0.00001630124,0.0003303311,0.9980127,0.00002838458,0.000011513,0.0007996749,0.0002184132,0.0002031419,0.0001022636,0.00001556511,0.0002580612,0.000003702952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981035,0.0003447889,0.0001385124,0.0003109339,0.00001127209,0.00003937955,0.0001288861,0.000008910797,0.0009137893],"genre_scores_gemma":[0.9992505,0.000134175,0.000290975,0.00008887669,0.00001836657,0.00001895136,0.000124985,9.850013e-7,0.0000721493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007137719,"threshold_uncertainty_score":0.01419234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937979217350664,"score_gpt":0.3065137904321304,"score_spread":0.2871339982586237,"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."}}