{"id":"W7139523162","doi":"","title":"Changes in gallbladder motility and gallstone formation following laparoscopic gastric banding for morbid obesity.","year":2003,"lang":"","type":"article","venue":"Flinders Academic Commons (Flinders University)","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gastric banding; Motility; Gallbladder; Stomach; Complication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000398446,0.0001546254,0.0003086434,0.0003664053,0.0003268721,0.0003701012,0.0002577414,0.0005753557,0.001792054],"category_scores_gemma":[0.003711281,0.0001659055,0.0003665207,0.0004551571,0.0002934797,0.0004297555,0.00041289,0.0009686282,0.0002160903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007104879,"about_ca_system_score_gemma":0.0007608917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430997,"about_ca_topic_score_gemma":0.02641717,"domain_scores_codex":[0.9997856,0.00005196994,0.00002169665,0.00001681617,0.00004723953,0.00007678645],"domain_scores_gemma":[0.9983422,0.0002783877,0.0006108207,0.00003653704,0.0001055004,0.000626664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002002548,0.000348838,0.9905595,0.00002843516,0.00005594904,0.0007002734,0.0001285162,0.00005020656,0.000401818,0.00001889002,0.0002658117,0.005439417],"study_design_scores_gemma":[0.00002162515,0.0004740046,0.9989544,0.000006110536,0.00001637527,0.0002609344,0.0001203708,0.0000281004,0.00002933692,0.00000769019,0.00007724246,0.000003768558],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989728,0.0003292561,0.00001286795,0.0001211729,0.000009633168,0.000008891365,0.00008318216,0.000001610291,0.0004605615],"genre_scores_gemma":[0.9992625,0.0002393816,0.00002969365,0.00004530483,0.00001548673,0.000006737296,0.0001789902,6.853088e-7,0.0002212653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01430997,"threshold_uncertainty_score":0.02845335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03528298743061218,"score_gpt":0.2635133040845613,"score_spread":0.2282303166539491,"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."}}