{"id":"W4407285540","doi":"10.1093/jcag/gwae059.236","title":"A236 BOTH METABOLIC UNHEALTHINESS AND OBESITY ARE REQUIRED TO INCREASE GALLSTONE DISEASE RISK: A LARGE-SCALE CROSS-SECTIONAL STUDY","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Obesity; Cross-sectional study; Environmental health; Medicine; Scale (ratio); Disease; Internal medicine; Geography; Pathology; Cartography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001219861,0.0004027714,0.0003484651,0.0005884817,0.0006960903,0.0006996284,0.0003199473,0.0006085647,0.002352533],"category_scores_gemma":[0.002126508,0.0007381084,0.0004530818,0.0007197984,0.0003351513,0.000493857,0.0004951068,0.0006530464,0.0004660178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001606688,"about_ca_system_score_gemma":0.0002914292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002843411,"about_ca_topic_score_gemma":0.003767774,"domain_scores_codex":[0.9992706,0.0003463784,0.0000650873,0.0001400975,0.00009378302,0.00008407545],"domain_scores_gemma":[0.9981975,0.0003645299,0.0005853324,0.0002057306,0.0001709341,0.0004760106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009490673,0.00005456531,0.999293,0.000006150041,0.00005517955,0.00003130704,0.0000341721,0.00000812095,0.0001234578,0.00000642675,0.00004605973,0.0002466838],"study_design_scores_gemma":[0.00001653358,0.0001893615,0.9991572,0.000004055839,0.00004044122,0.0002062448,0.0001080802,0.0001023585,0.0000320397,0.000008442129,0.0001322857,0.000002960743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990919,0.0001940571,0.0001573162,0.00003553617,0.000009252974,0.0000190973,0.0002221201,0.000003658141,0.0002670515],"genre_scores_gemma":[0.9993026,0.00007417331,0.0001831388,0.00005377785,0.00002187669,0.0000199765,0.0002109262,0.000001650646,0.0001317382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002843411,"threshold_uncertainty_score":0.007870018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00803248488426378,"score_gpt":0.2795560100350504,"score_spread":0.2715235251507866,"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."}}