{"id":"W175755265","doi":"10.1155/2003/392719","title":"Changes in Gallbladder Motility and Gallstone Formation Following Laparoscopic Gastric Banding for Morbid Obesity","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Gallstones; Gallbladder; Medicine; Internal medicine; Gastroenterology; Weight loss; Body mass index; Cholecystokinin; Gastric emptying; Obesity; Stomach","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002577507,0.0003774211,0.0002946103,0.000422315,0.0002829474,0.0002347651,0.0001606919,0.0003735455,0.0009653521],"category_scores_gemma":[0.001572854,0.0001967581,0.0002045492,0.0001865743,0.0004447945,0.0002706107,0.0003693473,0.0004728301,0.000154385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002377572,"about_ca_system_score_gemma":0.0001617644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006121242,"about_ca_topic_score_gemma":0.0007685536,"domain_scores_codex":[0.999868,0.00003158766,0.00001511129,0.0000174195,0.0000280694,0.00003979559],"domain_scores_gemma":[0.9991723,0.0001465463,0.0003467284,0.00002404331,0.00003638945,0.0002739543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004016631,0.0003447433,0.975552,0.0000754858,0.00006291203,0.002141317,0.0002414325,0.0001112484,0.008031883,0.00001394409,0.0001254576,0.009282867],"study_design_scores_gemma":[0.00006188767,0.002512216,0.9923493,0.000006724294,0.00002709353,0.003997674,0.0001556001,0.0001218132,0.0006284005,0.000009990248,0.0001231805,0.000006320915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997571,0.0001319654,0.0000261116,0.00001230419,0.000003730163,0.00000349018,0.000007916958,0.000002015218,0.0000552518],"genre_scores_gemma":[0.9996986,0.00009057434,0.00006619492,0.00002157382,0.00001045145,0.000005256004,0.00005108892,8.621671e-7,0.00005546507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009653521,"threshold_uncertainty_score":0.003229439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003858110524446,"score_gpt":0.2505892175355703,"score_spread":0.2305506364303259,"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."}}