{"id":"W4406244930","doi":"10.3390/jcm14020424","title":"Perioperative Outcomes in Patients with and Without Chronic Preoperative Therapeutic Anticoagulation Undergoing Metabolic Surgery at an Academic Medical Center","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Perioperative; Surgery; Center (category theory)","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":[0.0004237577,0.000173656,0.0002760079,0.0008020587,0.0005036764,0.0005906175,0.0002194295,0.0002665643,0.001623659],"category_scores_gemma":[0.001624045,0.0001532926,0.0002435318,0.000797583,0.0002898443,0.0003936701,0.0004689475,0.0003434069,0.0001422399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000498008,"about_ca_system_score_gemma":0.0004341665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865944,"about_ca_topic_score_gemma":0.003447293,"domain_scores_codex":[0.9995866,0.00006739112,0.0000809266,0.00006890654,0.0000827598,0.0001133028],"domain_scores_gemma":[0.9987696,0.0001587243,0.0006939958,0.00003319468,0.00008956242,0.0002549683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005411261,0.00002446226,0.9989292,0.000005975915,0.00001229908,0.0001848542,0.00005710276,0.00001140736,0.00005992434,0.000006904511,0.00004804038,0.0006056662],"study_design_scores_gemma":[0.000008960988,0.0002160824,0.9973943,0.000009706942,0.00001776145,0.001460696,0.0005870769,0.0001047825,0.00006130824,0.0000135867,0.0001218165,0.000003773345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995579,0.0001270544,0.00001608671,0.00002229071,0.000003531517,0.000004923952,0.00008374891,7.44795e-7,0.0001836577],"genre_scores_gemma":[0.9996505,0.0000794882,0.00003053731,0.00002434048,0.00001116812,0.000005973498,0.0001603042,4.772438e-7,0.00003724563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001865944,"threshold_uncertainty_score":0.005431712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0538578331763406,"score_gpt":0.4113168997709711,"score_spread":0.3574590665946306,"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."}}