{"id":"W4309320886","doi":"10.1503/cjs.021820","title":"Five-year outcomes after surgery for class 1 obesity: a retrospective analysis of a Canadian bariatric centre’s experience","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Surgery; Body mass index; Weight loss; Retrospective cohort study; Dyslipidemia; Obesity; Sleeve gastrectomy; Roux-en-Y anastomosis; Gastric bypass; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0007485439,0.0004044869,0.000428471,0.002142171,0.001592574,0.001067296,0.0008797026,0.0005838934,0.001274239],"category_scores_gemma":[0.002527383,0.0003260691,0.0005582534,0.002833999,0.0008075375,0.0004191502,0.0008919988,0.0005213885,0.0001865277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006938605,"about_ca_system_score_gemma":0.005883032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5009084,"about_ca_topic_score_gemma":0.5840351,"domain_scores_codex":[0.99883,0.00007879925,0.00009355117,0.0001877923,0.0004244612,0.0003853185],"domain_scores_gemma":[0.9971011,0.0001960034,0.001338171,0.00009247233,0.000622638,0.0006496454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003114824,0.00001522475,0.9979919,0.0000110878,0.00002550317,0.0002934618,0.0001905723,0.00003281081,0.00005625564,0.00001234506,0.0001480014,0.001191644],"study_design_scores_gemma":[0.000002872081,0.00004676625,0.9985893,0.00001497886,0.00001330583,0.0005675263,0.0004573564,0.00007214572,0.00002498547,0.000005554464,0.0001971657,0.000008016366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984168,0.000409721,0.00003831494,0.00007210849,0.000005303023,0.00001504835,0.000494142,0.000003829067,0.0005446077],"genre_scores_gemma":[0.9990413,0.0002575073,0.00005516319,0.0000445998,0.000007635812,0.000006360155,0.0004979279,0.000002386036,0.00008717264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5009084,"threshold_uncertainty_score":0.9959855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02492792792040557,"score_gpt":0.2395570917491494,"score_spread":0.2146291638287439,"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."}}