{"id":"W2026046700","doi":"10.1381/096089206778663850","title":"Long-Term Effect of Ileogastrostomy Surgery for Morbid Obesity on Diabetes Mellitus and Sleep Apnea","year":2006,"lang":"en","type":"article","venue":"Obesity Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Diabetes mellitus; Sleep apnea; Obesity; Weight loss; Surgery; Obstructive sleep apnea; Morbid obesity; Type 2 Diabetes Mellitus; Internal medicine; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001882136,0.0004022567,0.001617054,0.000438417,0.0001620342,0.00002885282,0.00007450705,0.0002389798,0.00007718592],"category_scores_gemma":[0.0007485009,0.0003394635,0.0007935486,0.0003359809,0.0001613351,0.0001448425,0.00005235022,0.0002103007,0.00001949712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000571514,"about_ca_system_score_gemma":0.00007114359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000071641,"about_ca_topic_score_gemma":0.000008221937,"domain_scores_codex":[0.9975391,0.0002212254,0.0006784085,0.000520582,0.0003812642,0.0006593974],"domain_scores_gemma":[0.9880916,0.01080316,0.000298399,0.0004901409,0.0001015927,0.0002151419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005244761,0.0003325827,0.9805252,0.001157803,0.0001461942,0.00006909162,0.000009739512,0.000003209338,0.0004398586,0.00002695762,0.004504642,0.01226025],"study_design_scores_gemma":[0.0006770715,0.0001883919,0.950433,0.0001985145,0.0003635002,0.00001666282,0.000002468831,0.00004253572,0.04743687,0.00002990396,0.0003438841,0.0002672362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960192,0.00178642,0.0001147335,0.0002266509,0.0008567023,0.0006480099,0.00005509785,0.0001190865,0.000174104],"genre_scores_gemma":[0.9986739,0.00008999717,0.00006500624,0.000163382,0.0004760246,0.00005383048,0.0002014459,0.00004564879,0.0002308375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04699701,"threshold_uncertainty_score":0.9999058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01085072639290876,"score_gpt":0.235448913163258,"score_spread":0.2245981867703492,"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."}}