{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004068284,0.0001052144,0.0004178627,0.0001823309,0.00006527133,0.00001103538,0.0002153813,0.00006550733,0.0003586106],"category_scores_gemma":[0.001403668,0.00009520097,0.00003839925,0.0004969303,0.0001376028,0.00009578516,0.00027369,0.0004346737,0.00005656114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452455,"about_ca_system_score_gemma":0.0005256691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605937,"about_ca_topic_score_gemma":0.0002594842,"domain_scores_codex":[0.998106,0.0004820749,0.000241343,0.0003812921,0.0004916229,0.0002976774],"domain_scores_gemma":[0.9984528,0.0002369352,0.0000416517,0.0004080776,0.00038502,0.0004754702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002196773,0.001302604,0.9902083,0.00007462603,0.00005633795,0.0003196676,0.002408382,8.932422e-8,0.001834534,0.0000386868,0.0008314728,0.0007285791],"study_design_scores_gemma":[0.001087057,0.001253507,0.9957898,0.0000585914,0.00003620705,0.000001058656,0.00106312,0.0001638646,0.00005669814,0.0001225325,0.0002864069,0.00008116695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990405,0.0002062725,0.000003152874,0.007625065,0.00004906515,0.0009170592,0.0006664877,0.00002340624,0.0001045487],"genre_scores_gemma":[0.9976425,0.0001021793,0.00007379911,0.001305677,0.0001820608,0.00009570319,0.0005102058,0.00001734427,0.00007057012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007237517,"threshold_uncertainty_score":0.3926535,"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."}}