{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001955368,0.000574683,0.000658975,0.0005168304,0.0005300084,0.0007548915,0.0005160565,0.001251366,0.001419772],"category_scores_gemma":[0.007099926,0.0003657865,0.0008633125,0.0003246323,0.0006547809,0.0009230421,0.0004527748,0.001466278,0.000228124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004534497,"about_ca_system_score_gemma":0.00057933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001665477,"about_ca_topic_score_gemma":0.003450963,"domain_scores_codex":[0.9991522,0.0004657218,0.00007149865,0.00009537212,0.00008499189,0.0001302362],"domain_scores_gemma":[0.9939215,0.003838944,0.0008394318,0.0001694462,0.0001714226,0.001059154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00693066,0.0001988797,0.9898133,0.00001371736,0.0001107849,0.0001766001,0.00005815399,0.0002779825,0.0003615886,0.00003387415,0.0001160854,0.001908445],"study_design_scores_gemma":[0.000342139,0.001781553,0.9935964,0.00001200192,0.000210761,0.0005018632,0.0002176357,0.002755209,0.0001843202,0.0001637846,0.0002144858,0.00001983258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999285,0.0001640327,0.00002993369,0.0000806815,0.00002024148,0.000004649019,0.00005219712,0.000001854449,0.0003613897],"genre_scores_gemma":[0.9996027,0.00003949757,0.00004799449,0.00003384317,0.00003036281,0.000005294921,0.00009620044,0.000001308458,0.0001427224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001955368,"threshold_uncertainty_score":0.01034111,"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."}}