{"id":"W2730336810","doi":"10.1016/j.jhep.2017.06.025","title":"Late hepatitis B and C diagnosis in relation to disease decompensation and hepatocellular carcinoma development","year":2017,"lang":"en","type":"article","venue":"Journal of Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency; BC Centre for Disease Control; Simon Fraser University","funders":"British Columbia Centre for Disease Control; Provincial Health Services Authority","keywords":"Medicine; Hepatocellular carcinoma; Medical diagnosis; Hepatitis B virus; Decompensation; Internal medicine; Cirrhosis; Hepatitis C virus; Hepatitis B; Liver disease; Hepatitis C; Gastroenterology; Virology; Virus; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008910588,0.0004246222,0.0005535046,0.001229753,0.0006235983,0.00121855,0.0004937537,0.001194047,0.004103634],"category_scores_gemma":[0.005877716,0.0003718563,0.0007983035,0.001338708,0.0004783976,0.0008021615,0.000590216,0.002611871,0.0004088331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003935088,"about_ca_system_score_gemma":0.0009377644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003672902,"about_ca_topic_score_gemma":0.003624917,"domain_scores_codex":[0.9995118,0.0001594827,0.00004874883,0.00007080546,0.00005118119,0.0001579021],"domain_scores_gemma":[0.992911,0.002060911,0.002240647,0.0003177233,0.0003412785,0.002128496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008330733,0.0000559803,0.9976048,0.00000832468,0.00004533864,0.0001699177,0.00003361822,0.00003162588,0.0001930907,0.00003048447,0.00004762486,0.000946103],"study_design_scores_gemma":[0.000009112233,0.0001738663,0.9987748,0.000007554725,0.00005129311,0.0003812568,0.0001350528,0.000213995,0.00007080313,0.00006510888,0.0001112247,0.000005930173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969929,0.001210277,0.0001415199,0.0002321423,0.00005042059,0.000006174063,0.0002118789,0.00001208372,0.00114261],"genre_scores_gemma":[0.998936,0.0001777524,0.00006914208,0.00003116374,0.00007233897,0.000002792891,0.0001994596,0.000004838299,0.0005065475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004103634,"threshold_uncertainty_score":0.01372802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04176811567412806,"score_gpt":0.3252739360090109,"score_spread":0.2835058203348829,"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."}}