{"id":"W3154594411","doi":"10.1016/j.jhepr.2021.100290","title":"Predictive performance of newer Asian hepatocellular carcinoma risk scores in treated Caucasians with chronic hepatitis B","year":2021,"lang":"en","type":"article","venue":"JHEP Reports","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Merck Sharp and Dohme; Janssen Pharmaceuticals; Gilead Sciences; Roche; Ipsen; Novartis; AbbVie; Merck; GlaxoSmithKline; Bayer; Siemens; Bristol-Myers Squibb","keywords":"Hepatocellular carcinoma; Medicine; Internal medicine; Cirrhosis; Entecavir; Gastroenterology; Chronic hepatitis; Predictability; Hepatitis B; Hepatitis B virus; Immunology; 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":[0.001697624,0.0004170537,0.0003162746,0.0007845863,0.0001967324,0.0005560192,0.0002344012,0.0002980522,0.0009410335],"category_scores_gemma":[0.00560574,0.0001315029,0.000591407,0.000580997,0.0002432971,0.0003447059,0.0004947258,0.0004940612,0.0001957019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002848455,"about_ca_system_score_gemma":0.0002674525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003901501,"about_ca_topic_score_gemma":0.003570674,"domain_scores_codex":[0.9993085,0.000300653,0.00007754105,0.0001067374,0.0001383696,0.00006812877],"domain_scores_gemma":[0.9962273,0.0009803851,0.001578565,0.0002266467,0.0005196393,0.000467532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002617167,0.00001824146,0.9959551,0.000005993536,0.00004850565,0.00003412828,0.00003502247,0.0002177078,0.0001252127,0.00002287167,0.00009598066,0.003179498],"study_design_scores_gemma":[0.00002700982,0.0003842058,0.992965,0.0000120671,0.00009435387,0.0003613978,0.0001305273,0.005331055,0.0003163515,0.00006556453,0.0003025749,0.000009819389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985172,0.0002067151,0.0002588146,0.00003522409,0.00001048378,0.0000100573,0.0001565759,0.00001135963,0.0007935918],"genre_scores_gemma":[0.9994997,0.00005052919,0.0001682232,0.000009246164,0.00001400849,0.000005158884,0.0001804517,0.000002180201,0.00007051585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003901501,"threshold_uncertainty_score":0.008978009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009296919915915636,"score_gpt":0.22336198892904,"score_spread":0.2140650690131244,"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."}}