{"id":"W2166034644","doi":"10.1002/hep.27765","title":"Risk scores for hepatocellular carcinoma in chronic hepatitis B","year":2015,"lang":"en","type":"letter","venue":"Hepatology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Cirrhosis; Internal medicine; Population; Hepatitis B; HBeAg; Incidence (geometry); Gastroenterology; Hepatology; Hepatitis C; Hepatitis B virus; Oncology; Immunology; Environmental health; HBsAg; Virus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002583842,0.0006649526,0.000559344,0.002625809,0.0003874137,0.0008418791,0.000440108,0.0004524679,0.009074381],"category_scores_gemma":[0.009827884,0.0001901825,0.001726446,0.002228031,0.00028099,0.0008139419,0.001188677,0.001390175,0.001342486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005026245,"about_ca_system_score_gemma":0.0006301888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00300653,"about_ca_topic_score_gemma":0.003564583,"domain_scores_codex":[0.9983702,0.0006597901,0.000297971,0.0001113628,0.0004513844,0.0001092264],"domain_scores_gemma":[0.9965874,0.001118354,0.001114725,0.0001908766,0.0007688382,0.0002198154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00164625,0.0001428518,0.789481,0.001646134,0.001332829,0.0003692606,0.0002967651,0.0004998724,0.0003111198,0.003538506,0.02212824,0.1786071],"study_design_scores_gemma":[0.0003322435,0.0006206919,0.9429301,0.001666405,0.00135148,0.003536318,0.0006128578,0.002025101,0.0003562577,0.006305519,0.04017366,0.00008939238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6599299,0.1256684,0.02418204,0.01052121,0.003334958,0.00298537,0.03218655,0.0004754647,0.1407162],"genre_scores_gemma":[0.9344802,0.01271406,0.0215474,0.001290219,0.0007456391,0.001573806,0.01662881,0.00006733395,0.01095263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009074381,"threshold_uncertainty_score":0.03035688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04093094008930448,"score_gpt":0.2877439788764344,"score_spread":0.24681303878713,"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."}}