{"id":"W4281643846","doi":"10.1093/bjs/znac175.009","title":"Comparison of single- versus double-anastomosis duodenal switch: A single-center experience with 2-year follow-up","year":2022,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Single Center; Surgery; Anastomosis; Retrospective cohort study; Diarrhea; Duodenal switch; Weight loss; Morbid obesity; Internal medicine; Obesity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002121467,0.0003633667,0.0007927872,0.0008614283,0.0005169225,0.0007204428,0.0003758952,0.0003237107,0.001036816],"category_scores_gemma":[0.003869156,0.0002008633,0.000868362,0.0007980628,0.0003692186,0.0005234869,0.0007133887,0.0003628095,0.0001849645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233371,"about_ca_system_score_gemma":0.0008925527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005955164,"about_ca_topic_score_gemma":0.009702935,"domain_scores_codex":[0.9989039,0.000343116,0.000155448,0.0002021828,0.0002329923,0.0001623773],"domain_scores_gemma":[0.9970608,0.0007968626,0.0009180006,0.0002790582,0.0003703696,0.0005748839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004117107,0.0007435953,0.9788589,0.00006638777,0.0002523782,0.0004973916,0.0004697272,0.0001325221,0.0007291208,0.00002573832,0.0001612959,0.01394585],"study_design_scores_gemma":[0.0003932189,0.01137141,0.9842805,0.00004182613,0.0002114449,0.001293343,0.0009346115,0.0006257573,0.0004604757,0.00002941617,0.0003332868,0.00002478631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995015,0.0001813419,0.00006690562,0.000009631779,0.000004538636,0.00001691254,0.00006827977,0.000001701388,0.0001491606],"genre_scores_gemma":[0.9994929,0.000100021,0.0001377383,0.00001368535,0.00001035724,0.00001407456,0.0001824538,0.000001483642,0.00004735311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005955164,"threshold_uncertainty_score":0.011841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1101471767958431,"score_gpt":0.3031296057720542,"score_spread":0.1929824289762112,"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."}}