{"id":"W4252784260","doi":"10.5604/01.3001.0009.8585","title":"The Direct-Acting Antivirals for Hepatitis C Virus and the Risk for Hepatocellular Carcinoma","year":2017,"lang":"en","type":"article","venue":"Annals of Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Hepatitis C virus; Observational study; Internal medicine; Hepatitis C; Risk factor; Oncology; Intensive care medicine; Virology; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002454644,0.0001954499,0.0007327831,0.00007193634,0.001609183,0.00008891213,0.0004238965,0.000157704,0.00001165375],"category_scores_gemma":[0.007515827,0.0001146027,0.0002994873,0.00005094008,0.001362758,0.0001173728,0.0001857536,0.0002324879,0.000006472203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001280032,"about_ca_system_score_gemma":0.0001488306,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008354223,"about_ca_topic_score_gemma":0.002432883,"domain_scores_codex":[0.9979923,0.0003035417,0.0004940057,0.0003550164,0.000235772,0.0006193483],"domain_scores_gemma":[0.9947001,0.003165078,0.0005261717,0.0009817308,0.0005090228,0.0001178587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00154908,0.00003845835,0.9179778,0.0001287996,0.0002454962,0.00001923679,0.0002371998,1.271624e-7,0.0005126661,0.002889809,0.006230568,0.07017082],"study_design_scores_gemma":[0.01026865,0.001807016,0.1925721,0.0001299778,0.0003993439,0.00004520249,0.0001447988,0.0451891,0.1055142,0.01167472,0.6317866,0.000468268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718979,0.00358002,0.0004823291,0.01739614,0.0002326806,0.002185984,0.0002114215,0.00002381948,0.003989736],"genre_scores_gemma":[0.9853936,0.01264442,0.0003096186,0.0005883665,0.000160392,0.0004424391,0.00001243036,0.00003992926,0.0004087691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7254056,"threshold_uncertainty_score":0.9996906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084555616525848,"score_gpt":0.3901233944390906,"score_spread":0.2816678327865058,"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."}}