{"id":"W3096589386","doi":"10.1111/hepr.13586","title":"Changes in disease characteristics of primary biliary cholangitis: An observational retrospective study from 1982 to 2016","year":2020,"lang":"en","type":"article","venue":"Hepatology Research","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ursodeoxycholic acid; Internal medicine; Asymptomatic; Gastroenterology; Cohort; Retrospective cohort study","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":[0.0006948162,0.0002633176,0.0004899344,0.0008167879,0.0006292429,0.0006432857,0.0003277542,0.0003862858,0.001124909],"category_scores_gemma":[0.001655052,0.0004427367,0.0004775943,0.001780357,0.0003605161,0.0006102563,0.000781597,0.0004814652,0.0002795338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007173916,"about_ca_system_score_gemma":0.0008811946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01397619,"about_ca_topic_score_gemma":0.02553796,"domain_scores_codex":[0.9992095,0.0001041605,0.0001715033,0.0002238726,0.0001493086,0.0001416711],"domain_scores_gemma":[0.9980118,0.0001595203,0.001147549,0.0001521771,0.0002376254,0.0002912822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003697882,0.000007953511,0.9994677,0.000009935993,0.00001863523,0.00005450681,0.00003592994,0.000006387018,0.00004454537,0.000003798356,0.00005476985,0.0002587767],"study_design_scores_gemma":[0.000003441814,0.00002569455,0.9993666,0.0000091535,0.00001729396,0.0002448372,0.0001376397,0.00002432452,0.00001754541,0.000005241486,0.00014642,0.000001950983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998243,0.0005397587,0.0000492478,0.00003572375,0.000009966422,0.00001222967,0.0008555271,0.000002397875,0.0002522061],"genre_scores_gemma":[0.99821,0.000329388,0.00005065348,0.00004254486,0.00002027257,0.00001529974,0.00122477,0.000001843969,0.000105264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01397619,"threshold_uncertainty_score":0.02778965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2423672655888078,"score_gpt":0.4060173853527176,"score_spread":0.1636501197639098,"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."}}