{"id":"W4281555222","doi":"10.1016/j.cgh.2022.04.043","title":"Gallstone Disease and Its Association With Nonalcoholic Fatty Liver Disease, All-Cause and Cause-Specific Mortality","year":2022,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Internal medicine; Nonalcoholic fatty liver disease; Gastroenterology; Hazard ratio; Gallstones; Odds ratio; Cholecystectomy; Disease; Fatty liver; Risk factor; Gallbladder disease; Cohort study; Confidence interval","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":[],"consensus_categories":[],"category_scores_codex":[0.0004712665,0.0002134992,0.0005781953,0.00007758619,0.0001956313,0.0000121311,0.0000738383,0.0001225836,0.0002170543],"category_scores_gemma":[0.0001115768,0.0001842454,0.00007966046,0.00005901613,0.0004402965,0.00006268389,0.0002325224,0.0005961784,0.000005304473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000408561,"about_ca_system_score_gemma":0.00007432587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001424803,"about_ca_topic_score_gemma":0.000176853,"domain_scores_codex":[0.9977598,0.0004980147,0.0004394292,0.0006577593,0.0002004436,0.0004445647],"domain_scores_gemma":[0.9986767,0.0002350737,0.0001775146,0.0002282755,0.00007036968,0.0006120219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004810849,0.0006043084,0.9912959,0.00006188528,0.0007473828,0.000645565,0.00006402969,0.000001232026,0.00001720136,0.0002348267,0.001374872,0.000141955],"study_design_scores_gemma":[0.003819426,0.001570131,0.9902226,0.000009046527,0.001183869,0.0002328215,0.00005696888,0.0003674581,6.655135e-7,0.0001394641,0.002285902,0.0001116278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886535,0.002146066,0.00002353462,0.008443714,0.0001512055,0.0004270115,0.00008906481,0.00004203063,0.00002390276],"genre_scores_gemma":[0.9878916,0.004370637,0.00003800743,0.007287908,0.00008818154,0.00008916566,0.0001199552,0.00001907027,0.00009549641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002224571,"threshold_uncertainty_score":0.7513309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07115549163617557,"score_gpt":0.3376796490739111,"score_spread":0.2665241574377356,"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."}}