{"id":"W2771911821","doi":"10.1158/1538-7445.newfront17-ia37","title":"Abstract IA37: Prevention of Hepatocellular Carcinoma (HCC) with antiviral therapy","year":2017,"lang":"en","type":"article","venue":"Cancer Research","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lamivudine; Entecavir; Hepatocellular carcinoma; Internal medicine; Cirrhosis; Nucleoside analogue; Hepatitis B; Randomized controlled trial; Gastroenterology; Hepatitis B virus; Immunology; Virus; Nucleoside","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001285653,0.0007193623,0.001188266,0.0008553655,0.0002070363,0.0008946744,0.0004176325,0.0008342174,0.01713156],"category_scores_gemma":[0.002038403,0.0001479801,0.001744031,0.0008403367,0.0002545524,0.0003539459,0.0003433872,0.001472645,0.001791277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008024448,"about_ca_system_score_gemma":0.001151802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001611093,"about_ca_topic_score_gemma":0.001358139,"domain_scores_codex":[0.9992501,0.0004333661,0.00007445863,0.00007078746,0.0001256234,0.00004558294],"domain_scores_gemma":[0.9992278,0.0001915887,0.0002249174,0.00003306706,0.0001285518,0.0001942169],"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":[0.08840019,0.001583345,0.005258729,0.03157996,0.005973549,0.0002167119,0.00005447499,0.0007205046,0.003080736,0.003205821,0.08803481,0.7718911],"study_design_scores_gemma":[0.272592,0.09367032,0.1274021,0.04094721,0.04617497,0.001622841,0.0003037561,0.003456007,0.01091336,0.01081909,0.3919291,0.0001693092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.07301014,0.8634369,0.0009990961,0.01519949,0.006598296,0.0008157515,0.005671149,0.0002447604,0.03402444],"genre_scores_gemma":[0.5494896,0.4012111,0.002678953,0.01383185,0.009068765,0.0008966884,0.005627542,0.00006569187,0.01712994],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01713156,"threshold_uncertainty_score":0.05731082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2034980065286192,"score_gpt":0.4654944106822738,"score_spread":0.2619964041536545,"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."}}