{"id":"W2148837131","doi":"10.1210/jc.2012-4184","title":"Bariatric Surgery Following Treatment for Craniopharyngioma: A Systematic Review and Individual-Level Data Meta-Analysis","year":2013,"lang":"en","type":"review","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Craniopharyngioma; Weight loss; Sleeve gastrectomy; Meta-analysis; Obesity; Surgery; Confidence interval; Gastric bypass; Internal medicine","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","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.005444341,0.0008238161,0.02923888,0.0006887133,0.0001510533,0.00003828748,0.000938252,0.00032195,0.000115068],"category_scores_gemma":[0.003496007,0.0003357265,0.01402059,0.0007059904,0.0001348536,0.0002092572,0.0002771346,0.0006436359,0.00002562302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002658746,"about_ca_system_score_gemma":0.0007100542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005780542,"about_ca_topic_score_gemma":0.000007768824,"domain_scores_codex":[0.989669,0.002728797,0.005939887,0.0005831797,0.0005151817,0.0005639412],"domain_scores_gemma":[0.9815564,0.01138878,0.004495269,0.001945255,0.0002371459,0.0003772177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004867588,0.000596638,0.00003569818,0.127368,0.8358488,0.0002385645,0.00001259763,8.805745e-8,6.391697e-9,0.00002509543,0.001993734,0.03383207],"study_design_scores_gemma":[0.001791879,0.000223697,0.0001349377,0.006707799,0.9047037,0.001315448,0.000009668592,0.000001478599,2.69849e-8,0.0000828397,0.08481405,0.0002144271],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003568341,0.9936528,0.0001021832,0.001079355,0.0004628454,0.004124264,0.0005129441,0.00001397373,0.00001600415],"genre_scores_gemma":[0.00008295629,0.9966904,0.0008386365,0.00087882,0.0003889534,0.0003007105,0.0003643016,0.00005762017,0.0003976278],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1206602,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5224543644762772,"score_gpt":0.4830300456088646,"score_spread":0.0394243188674126,"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."}}