{"id":"W3008780324","doi":"10.1053/j.gastro.2020.02.027","title":"Closing the Stable Door After the Horse Has Bolted: Should We Be Treating People With Immune-Tolerant Chronic Hepatitis B to Prevent Hepatocellular Carcinoma?","year":2020,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"Gilead Sciences; AbbVie; Bristol-Myers Squibb","keywords":"Medicine; Hepatocellular carcinoma; Internal medicine; Cirrhosis; Population; Liver cancer; Chronic hepatitis; Gastroenterology; Family medicine; Virus; Immunology","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":[0.003494876,0.000207939,0.0007065308,0.0004430947,0.002259902,0.002248572,0.0008591298,0.003890829,0.01391188],"category_scores_gemma":[0.02231579,0.0002663252,0.0005406778,0.0007875515,0.00167611,0.005227535,0.0008957697,0.005053677,0.001474495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100897,"about_ca_system_score_gemma":0.00527526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006831185,"about_ca_topic_score_gemma":0.02206999,"domain_scores_codex":[0.9984288,0.001042069,0.000104911,0.00008018622,0.0002019988,0.0001420675],"domain_scores_gemma":[0.9953483,0.001576141,0.0007151391,0.0001303153,0.0006308624,0.001599247],"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":[0.002898186,0.002176984,0.02758376,0.008009473,0.0004121209,0.0007865961,0.007981732,0.00004676426,0.0003274327,0.007754959,0.4539088,0.4881133],"study_design_scores_gemma":[0.004094058,0.007800996,0.1280863,0.0785218,0.002530562,0.003910517,0.07439496,0.0002941354,0.0005957572,0.03784109,0.6616231,0.0003066736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03383737,0.164377,0.0001580798,0.7796229,0.01167367,0.0001156509,0.0001870216,0.00001859074,0.01000975],"genre_scores_gemma":[0.2968835,0.3039783,0.001249306,0.3680905,0.02277842,0.000252785,0.0002192102,0.00003791163,0.006510064],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01391188,"threshold_uncertainty_score":0.04653984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890365156322622,"score_gpt":0.2455620919936036,"score_spread":0.2166584404303774,"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."}}