{"id":"W2922602575","doi":"10.1016/j.soard.2019.03.009","title":"Duodenal switch in revisional bariatric surgery: conclusions from an expert consensus panel","year":2019,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Surgery; Duodenal switch; Consensus conference; General surgery; Gastric bypass; Weight loss; Internal medicine","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":[0.08259131,0.001104009,0.003305513,0.002507365,0.001424413,0.00551814,0.004619104,0.00658867,0.002886681],"category_scores_gemma":[0.1104368,0.000778511,0.004780253,0.002898586,0.001155212,0.003136238,0.003123141,0.007335118,0.0007927298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003838259,"about_ca_system_score_gemma":0.01030344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007935974,"about_ca_topic_score_gemma":0.01462352,"domain_scores_codex":[0.9651061,0.01133027,0.01055076,0.003833117,0.007609884,0.001569919],"domain_scores_gemma":[0.8735093,0.06983195,0.01411014,0.002255054,0.03502093,0.005272677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004472066,0.0003918454,0.06374982,0.06163206,0.01744973,0.0004962445,0.002816136,0.003357478,0.001429195,0.006016964,0.2948325,0.5433561],"study_design_scores_gemma":[0.00900012,0.001005667,0.1470279,0.2712659,0.04161672,0.001292734,0.007988087,0.004662695,0.003203295,0.0135065,0.4986272,0.000803105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04439704,0.5056655,0.01077896,0.3543991,0.03226147,0.002423304,0.008282677,0.0001605725,0.04163126],"genre_scores_gemma":[0.4516734,0.2939568,0.03693817,0.1758518,0.02318539,0.00340039,0.0108859,0.000297028,0.003811139],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08259131,"threshold_uncertainty_score":0.4367898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02410692040259239,"score_gpt":0.2700689656256077,"score_spread":0.2459620452230153,"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."}}