{"id":"W2074628282","doi":"10.1111/j.1478-3231.2011.02734.x","title":"Hepatocellular carcinoma and survival in patients with autoimmune hepatitis (<scp>J</scp>apanese <scp>N</scp>ational <scp>H</scp>ospital <scp>O</scp>rganization‐autoimmune hepatitis prospective study)","year":2011,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions","keywords":"Medicine; Hepatocellular carcinoma; Cirrhosis; Internal medicine; Autoimmune hepatitis; Gastroenterology; Prospective cohort study; Hazard ratio; Proportional hazards model; Population; Hepatitis; Confidence interval","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000571195,0.001073532,0.001195347,0.0008488927,0.0005310453,0.0003042876,0.0009812289,0.0004018113,0.0002510854],"category_scores_gemma":[0.002956444,0.001047338,0.0003140225,0.001099508,0.0005504672,0.001485211,0.001024037,0.001022863,0.0002434495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008223712,"about_ca_system_score_gemma":0.0005579738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008876079,"about_ca_topic_score_gemma":0.0003696219,"domain_scores_codex":[0.9931962,0.0004214878,0.001412826,0.0014646,0.002392903,0.001111917],"domain_scores_gemma":[0.993965,0.001411225,0.0008655292,0.0009937799,0.002239109,0.0005253716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006442243,0.004696538,0.9688448,0.0001253187,0.001225416,0.0004060764,0.02102834,0.00002064389,0.0001270995,0.001498385,0.001768687,0.0001943049],"study_design_scores_gemma":[0.009725529,0.002131965,0.9766011,0.0002759268,0.000477982,0.00006781545,0.005529861,0.002718575,0.000570322,0.0003868064,0.00133985,0.0001742197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838405,0.001000479,0.0002758244,0.00003548881,0.001405153,0.002949114,0.0007884546,0.000271082,0.009433934],"genre_scores_gemma":[0.9864305,0.0003168483,0.0005720801,0.0002254226,0.000416755,0.0003241305,0.002294811,0.0002180078,0.009201431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01549848,"threshold_uncertainty_score":0.9991977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128022458878937,"score_gpt":0.2079370040531556,"score_spread":0.1966567794643663,"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."}}