{"id":"W2325904958","doi":"10.5604/16652681.1198826","title":"Bile acids and the risk for hepatocellular carcinoma in primary biliary cholangitis","year":2016,"lang":"en","type":"letter","venue":"Annals of Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Hepatocellular carcinoma; Ursodeoxycholic acid; Gastroenterology; Univariate analysis; Primary biliary cirrhosis; Multivariate analysis","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":[0.0005233556,0.0002582189,0.001007585,0.0002067774,0.00006526899,0.000007486629,0.0002179803,0.0005820729,0.00008010837],"category_scores_gemma":[0.0002192932,0.0001488024,0.000362205,0.00008795466,0.0006092426,0.00005763959,0.0001418872,0.0007364191,0.000009046931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002212843,"about_ca_system_score_gemma":0.0002191382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115049,"about_ca_topic_score_gemma":0.000007010322,"domain_scores_codex":[0.998198,0.0003788577,0.0004551999,0.0003528556,0.000160122,0.0004550034],"domain_scores_gemma":[0.9979685,0.000857516,0.0002762728,0.0006659776,0.0001706449,0.00006111995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007099563,0.00003753736,0.6054553,0.0006003147,0.0001701515,0.0002100779,0.00007339455,8.829387e-9,0.00002015422,0.00003686828,0.3905798,0.002106388],"study_design_scores_gemma":[0.006318456,0.0006091461,0.2395254,0.0002765106,0.0005269065,0.0001812763,0.00002409278,0.0001362366,0.0004778707,0.003436161,0.7481866,0.0003013302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6269264,0.01041649,0.000009900348,0.3606417,0.0001571897,0.0009170845,0.000459796,0.00001392665,0.0004576031],"genre_scores_gemma":[0.5712562,0.008262045,0.00005114078,0.4181632,0.0008942944,0.0002155235,0.0005039863,0.00005794315,0.0005956609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3659299,"threshold_uncertainty_score":0.6067987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03568657395113076,"score_gpt":0.276014642700068,"score_spread":0.2403280687489373,"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."}}