{"id":"W4391886402","doi":"10.1093/jcag/gwad061.046","title":"A46 METABOLIC OUTCOMES 12-MONTHS POST-BARIATRIC SURGERY: SLEEVE VERSUS ROUX-EN-Y GASTRIC BYPASS","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Gastric bypass; Roux-en-Y anastomosis; Medicine; Sleeve gastrectomy; Surgery; Gastric bypass surgery; Weight loss; Gastroenterology; Internal medicine; 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":[0.001809292,0.0006078897,0.001950609,0.000341288,0.0003156649,0.0008231053,0.0003019834,0.0007112713,0.004192316],"category_scores_gemma":[0.001097334,0.0002191048,0.00249199,0.0003034871,0.0004620415,0.0007039557,0.0004860413,0.001599839,0.0004520747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003581217,"about_ca_system_score_gemma":0.0005778146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003812143,"about_ca_topic_score_gemma":0.0006377763,"domain_scores_codex":[0.9993951,0.0002253063,0.0000713413,0.0001232808,0.00006977712,0.0001150573],"domain_scores_gemma":[0.9987569,0.0002732941,0.0003238466,0.00006945832,0.0001182112,0.0004583292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8952667,0.02176134,0.03998188,0.0009806396,0.003025452,0.00007666506,0.00007712941,0.0006171442,0.003130849,0.0001321984,0.0004194583,0.03453054],"study_design_scores_gemma":[0.06660914,0.7673688,0.1555282,0.0002570011,0.003805099,0.0001866785,0.0003310636,0.001528723,0.002745048,0.0003021449,0.001279156,0.00005894178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956933,0.002673573,0.0002144819,0.00009616733,0.0001673066,0.0002611878,0.0003444797,0.000006376006,0.0005431257],"genre_scores_gemma":[0.9966625,0.0008927712,0.0003914553,0.0001934617,0.0001938298,0.0004454662,0.0005096124,0.000003269401,0.0007077262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004192316,"threshold_uncertainty_score":0.01402473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214382857133284,"score_gpt":0.2428941086694518,"score_spread":0.230750280098119,"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."}}