{"id":"W4401479627","doi":"10.1016/j.soard.2024.08.011","title":"Comment on: Safety of gastric bypass with same-day discharge: a propensity score–matched analysis of the Dutch Audit for Treatment of Obesity","year":2024,"lang":"en","type":"editorial","venue":"Surgery for Obesity and Related Diseases","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Montreal Children's Hospital","funders":"","keywords":"Medicine; Gastric bypass; Propensity score matching; Audit; Obesity; Surgery; Obesity Surgery; 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":[0.02463025,0.00250782,0.004328536,0.00285576,0.002718576,0.004911105,0.005592404,0.02196698,0.007315867],"category_scores_gemma":[0.1050985,0.001594727,0.003021001,0.00312316,0.002702863,0.002994698,0.00132621,0.02222413,0.00633775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004233899,"about_ca_system_score_gemma":0.005317345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013287,"about_ca_topic_score_gemma":0.01779481,"domain_scores_codex":[0.9872769,0.00369603,0.002759157,0.001526014,0.004068274,0.0006736582],"domain_scores_gemma":[0.9243575,0.04813965,0.005403202,0.002547465,0.01682691,0.002725423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001811217,0.00002410345,0.0005481316,0.0003306817,0.0001647499,0.0001175345,0.00003142418,0.00002885053,0.00004277171,0.0002025506,0.9966454,0.001682631],"study_design_scores_gemma":[0.002128392,0.0002979366,0.01557864,0.003625065,0.002839505,0.0008871693,0.0005693733,0.001879912,0.0008215843,0.003549809,0.9675521,0.0002705716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005774399,0.002880045,0.0002413612,0.2560457,0.7372984,0.00008779237,0.001157128,0.00009509816,0.001617095],"genre_scores_gemma":[0.004791439,0.002351362,0.0005004475,0.4180604,0.5665803,0.0002143235,0.000423748,0.0001289593,0.006948993],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02463025,"threshold_uncertainty_score":0.1302587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721152679087396,"score_gpt":0.2489056085612893,"score_spread":0.2316940817704153,"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."}}