{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007097097,0.0001025554,0.0004105812,0.0004928334,0.00006608367,0.0000123675,0.00004663859,0.00007434957,0.00004374126],"category_scores_gemma":[0.0003532727,0.00009477443,0.00009455247,0.0001085297,0.00003913494,0.00009453041,0.000004055392,0.0001845661,5.09112e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156868,"about_ca_system_score_gemma":0.0001956358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002034804,"about_ca_topic_score_gemma":0.02088908,"domain_scores_codex":[0.9990131,0.0001008463,0.0003216942,0.0001043824,0.00007106399,0.0003888759],"domain_scores_gemma":[0.9992746,0.00007867825,0.000144191,0.00007925853,0.0000610659,0.0003622156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001276812,0.0000184112,0.9989223,0.00004110592,0.00003734918,0.000113696,0.0001533667,0.000006114913,0.0001864167,0.0000264931,0.000198377,0.0001686498],"study_design_scores_gemma":[0.003367976,0.0008598271,0.9930774,0.00007758832,0.0001041996,0.001266411,0.0001931564,0.00005624476,0.0002531776,0.0001227439,0.0005756946,0.00004556003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969018,0.0002357876,0.000953903,0.001155767,0.000498591,0.000175007,0.000004621869,0.000002796022,0.00007176521],"genre_scores_gemma":[0.9983073,0.00002066373,0.0008562671,0.0007015401,0.00006755382,0.000003953051,0.000002922336,0.000008201115,0.00003153918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0206856,"threshold_uncertainty_score":0.9969772,"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."}}