{"id":"W2140784287","doi":"10.1136/gut.2005.071332","title":"Predicting survival in hepatitis B","year":2005,"lang":"en","type":"review","venue":"Gut","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Internal medicine; Cirrhosis; Jaundice; Hepatitis B; Cohort; Liver disease; HBeAg; Adverse effect; Hepatitis; Gastroenterology; Hepatitis C; Immunology; Hepatitis B virus; HBsAg","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002928218,0.0003184783,0.001984508,0.0002283247,0.00004353149,0.00001163036,0.0001113518,0.0002528923,0.0001963342],"category_scores_gemma":[0.0004664666,0.0002671173,0.0002781572,0.0003028757,0.00004611571,0.00003993438,0.0001155981,0.0005500289,0.0007144402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003497495,"about_ca_system_score_gemma":0.0002754457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003773225,"about_ca_topic_score_gemma":0.01876941,"domain_scores_codex":[0.9982023,0.0001139148,0.000664721,0.0003538746,0.0002984244,0.00036678],"domain_scores_gemma":[0.9991736,0.0001885574,0.0001621725,0.0003406806,0.00004313847,0.00009180605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001411766,0.00003494022,0.04467418,0.006126221,0.00009741471,0.0001649164,0.0001090814,5.555049e-8,2.646215e-8,0.00002138394,0.0008857895,0.9478846],"study_design_scores_gemma":[0.000211289,0.00004358435,0.00672558,0.01923418,0.0003774334,0.00005001109,0.000003399479,0.000005789007,3.662839e-8,0.000003301049,0.9731556,0.0001898299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007871034,0.9781647,0.000002697036,0.00005780242,0.0004520396,0.0006998765,0.00005767213,0.00009125347,0.02039526],"genre_scores_gemma":[0.00007220944,0.9961211,0.0002411474,0.00006891,0.001104798,0.0001382124,0.00008217212,0.00006745558,0.002104007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9722698,"threshold_uncertainty_score":0.9999781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.085838380745367,"score_gpt":0.3752009211861665,"score_spread":0.2893625404407996,"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."}}