{"id":"W167907971","doi":"","title":"Five-year outcomes of laparoscopic adjustable gastric banding and laparoscopic Roux-en-Y gastric bypass in a comprehensive bariatric surgery program in Canada.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Weight loss; Roux-en-Y anastomosis; Surgery; Body mass index; Gastric bypass; Adjustable gastric band; Weight Loss Surgery; Laparoscopy; Gastric banding; Retrospective cohort study; Laparoscopic adjustable gastric banding; General surgery; Obesity; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005498215,0.0003374233,0.001472397,0.001087761,0.00004637746,0.00002708831,0.0001278711,0.0001517109,0.0000226646],"category_scores_gemma":[0.0006638384,0.0003006441,0.0001181865,0.002260579,0.00004295115,0.0001858605,0.00005809615,0.0004595183,0.000001378409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006214543,"about_ca_system_score_gemma":0.0008895788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1118411,"about_ca_topic_score_gemma":0.05894304,"domain_scores_codex":[0.9969625,0.0002069142,0.0009105586,0.0004716072,0.000446615,0.001001783],"domain_scores_gemma":[0.9977822,0.001264202,0.0002449487,0.0003203367,0.00008048598,0.0003078051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001333674,0.0002616243,0.9776193,0.0001658429,0.00004768483,0.0001411067,0.00007320097,0.00003074602,0.00001189661,0.00003750702,0.000739173,0.02073851],"study_design_scores_gemma":[0.003356479,0.00005278251,0.9953973,0.00007000619,0.00009886942,0.00002692117,0.0003200574,0.00007936903,0.00009474171,0.00003970892,0.0002417794,0.0002219787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950598,0.001518721,0.000003871161,0.001056283,0.0004018605,0.001627068,0.00001502632,0.00005159471,0.0002657311],"genre_scores_gemma":[0.9982482,0.0003631516,0.000243583,0.0003806714,0.00007150276,0.0003503032,0.00002173924,0.00002303108,0.0002977752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05289806,"threshold_uncertainty_score":0.9999446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914713606688418,"score_gpt":0.2407205176490558,"score_spread":0.2215733815821716,"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."}}