{"id":"W2057177770","doi":"10.1016/j.jhep.2009.01.017","title":"Positive and negative prediction of sustained virologic response at weeks 2 and 4 of treatment with albinterferon alfa-2b or peginterferon alfa-2a in treatment-naïve patients with genotype 1, chronic hepatitis C","year":2009,"lang":"en","type":"article","venue":"Journal of Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Chronic hepatitis; Population; Viral load; Hepatitis C virus; Predictive value; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002386413,0.0002832903,0.001020393,0.0005496632,0.00005057482,0.00000736577,0.0000684589,0.0001680156,0.0000741332],"category_scores_gemma":[0.0001420739,0.0001656761,0.00006566062,0.0002128766,0.0003785144,0.0001590558,0.00003425304,0.0002028316,9.343542e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002027632,"about_ca_system_score_gemma":0.0006580828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129153,"about_ca_topic_score_gemma":0.005271398,"domain_scores_codex":[0.9979377,0.00045483,0.0006705133,0.0002930138,0.0002850237,0.000358963],"domain_scores_gemma":[0.9981865,0.0004276379,0.0005493418,0.0001989321,0.0004508219,0.0001867097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1126482,0.0008379072,0.8597149,0.00004941296,0.0004785291,0.0007037062,0.002041725,0.0000111444,0.006169911,0.000005867487,0.00003069144,0.01730799],"study_design_scores_gemma":[0.01675066,0.2477422,0.722137,0.0003064205,0.0002765426,0.0006254532,0.0001642355,0.0003811016,0.01137342,0.00002523731,0.0001096756,0.0001080361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972987,0.0006662316,0.0000435783,0.0009322583,0.00002923365,0.0008291523,0.00009522054,0.000006337536,0.00009931016],"genre_scores_gemma":[0.9973049,0.00204336,0.0003386223,0.0000516045,0.00002719887,0.00001320295,0.00001996913,0.00002154999,0.0001796348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2469043,"threshold_uncertainty_score":0.6756076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485155649164851,"score_gpt":0.278478321895174,"score_spread":0.2636267654035255,"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."}}