{"id":"W2104984394","doi":"10.1093/jac/dkg135","title":"Predicting antiviral treatment response in chronic hepatitis C: how accurate and how soon?","year":2003,"lang":"en","type":"review","venue":"Journal of Antimicrobial Chemotherapy","topic":"Hepatitis C virus research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Fondation pour la Recherche Médicale","keywords":"Medicine; Chronic hepatitis; Virology; 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":[0.002732509,0.0009864174,0.003501503,0.002106862,0.0002415912,0.001445326,0.001310511,0.001899994,0.001495149],"category_scores_gemma":[0.005414316,0.0004037642,0.000963837,0.002286537,0.0008672919,0.001849579,0.0004459173,0.001714531,0.001212393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198577,"about_ca_system_score_gemma":0.00185754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002831504,"about_ca_topic_score_gemma":0.003662313,"domain_scores_codex":[0.9990638,0.0004394884,0.0001621042,0.00009037898,0.0002093541,0.00003488879],"domain_scores_gemma":[0.9971858,0.001846933,0.0002806608,0.00005953518,0.000573186,0.00005391842],"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":[0.0002157601,0.00005840868,0.001153494,0.01188068,0.0003148582,0.0001498596,0.00006223088,0.0004499879,0.0002854077,0.001270624,0.01285566,0.9713031],"study_design_scores_gemma":[0.0003816042,0.001038795,0.01522602,0.06422208,0.002447944,0.006878446,0.0008254632,0.001583825,0.001760425,0.01243797,0.8930414,0.0001559968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001133267,0.9987689,0.0001200325,0.0005927396,0.0001243431,0.000003894962,0.000007170474,0.000003240658,0.0002662469],"genre_scores_gemma":[0.001358637,0.9979197,0.0002652226,0.0001949093,0.0001279873,0.000006529158,0.000009974262,8.412056e-7,0.0001162656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003501503,"threshold_uncertainty_score":0.01445109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05541264119503779,"score_gpt":0.3667526910136778,"score_spread":0.31134004981864,"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."}}