{"id":"W4412746041","doi":"10.1016/j.soard.2025.07.013","title":"Sleeve to gastric bypass conversion: a multiinstitutional study of 217 patients","year":2025,"lang":"en","type":"article","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Gastric bypass; Surgery; Internal medicine; Weight loss; Obesity","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":[0.0007271903,0.0006470988,0.0009830728,0.001527103,0.0016244,0.002026992,0.0009698314,0.001017605,0.002082909],"category_scores_gemma":[0.002321086,0.0009923134,0.001064207,0.003447542,0.0008698202,0.001133844,0.001345051,0.001221913,0.0005564608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104772,"about_ca_system_score_gemma":0.001125469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01429367,"about_ca_topic_score_gemma":0.01852669,"domain_scores_codex":[0.9985684,0.0003721604,0.0001695016,0.0004048678,0.0001884576,0.0002965343],"domain_scores_gemma":[0.9977676,0.0003642273,0.00106579,0.0002407603,0.0002086208,0.0003530288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001658851,0.0001253852,0.9985702,0.000007356532,0.00009718502,0.000189204,0.0002721523,0.00001800841,0.0001288459,0.00002485388,0.00007673729,0.0003241605],"study_design_scores_gemma":[0.00004922097,0.0002625232,0.9962559,0.0000133305,0.00009547623,0.0005632499,0.002252881,0.0001780736,0.00006811942,0.00003340541,0.0002121763,0.00001556059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993161,0.000087091,0.00005185985,0.00003059673,0.000004671372,0.00001161722,0.0002699754,0.000002047563,0.0002259264],"genre_scores_gemma":[0.9989648,0.00009842437,0.00006688814,0.0000631599,0.00001550004,0.00001834088,0.0006297852,0.00000478713,0.0001383302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01429367,"threshold_uncertainty_score":0.02842093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017454699155623,"score_gpt":0.2498809489754401,"score_spread":0.2397064019838839,"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."}}