{"id":"W2264848087","doi":"10.1016/j.jpedsurg.2016.02.017","title":"The increasing incidence of gallbladder disease in children: A 20year perspective","year":2016,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Western University","funders":"London Health Sciences Centre; Schulich School of Medicine and Dentistry, Western University; Institute for Clinical Evaluative Sciences; Ontario Ministry of Health and Long-Term Care; Schulich School of Medicine and Dentistry; Academic Medical Organization of Southwestern Ontario","keywords":"Medicine; Incidence (geometry); Cholecystectomy; Population; Gallbladder; Gallbladder disease; Retrospective cohort study; Cohort; Pediatrics; Demography; General surgery; Surgery; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001318126,0.0001157022,0.0003500404,0.0004035016,0.00004310078,0.00001126604,0.0001193005,0.00004652565,0.00007014551],"category_scores_gemma":[0.004133969,0.00005857437,0.0002942082,0.0004430712,0.0001008971,0.0001712317,0.0000323322,0.0001892901,0.000005360212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001054455,"about_ca_system_score_gemma":0.0006892707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001099035,"about_ca_topic_score_gemma":0.000007333285,"domain_scores_codex":[0.9983541,0.0001615369,0.0006189799,0.0001225072,0.0005043925,0.000238446],"domain_scores_gemma":[0.9972832,0.001466354,0.0004642867,0.000185302,0.0004110709,0.0001897659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007193396,0.0001666899,0.9913145,0.00001390381,0.00006240937,0.00007758422,0.0001213676,0.000001726586,0.0002131765,0.00002263457,0.005638501,0.001648219],"study_design_scores_gemma":[0.0007409356,0.00006711158,0.9978015,0.00009551438,0.000175705,0.0001042715,0.0003581042,0.00000195106,0.00005450628,0.0004481338,0.00007128304,0.00008095684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908262,0.006377726,0.00002122997,0.002282052,0.0002389008,0.0001229175,0.00000384035,0.000005387589,0.0001216914],"genre_scores_gemma":[0.9931756,0.005334848,0.00004397241,0.00007764488,0.00130689,0.000001885875,3.373409e-7,0.00001376495,0.00004504164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006487079,"threshold_uncertainty_score":0.4949045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092594925683016,"score_gpt":0.25524066866062,"score_spread":0.2443147194037898,"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."}}