{"id":"W2063859957","doi":"10.1002/hep.21159","title":"Early identification of HCV genotype 1 patients responding to 24 weeks peginterferon α-2a (40 kd)/ribavirin therapy","year":2006,"lang":"en","type":"article","venue":"Hepatology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":470,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Ribavirin; Medicine; Internal medicine; Gastroenterology; Hepatitis C virus; Peginterferon alfa-2a; Genotype; Hepatitis C; Randomized controlled trial; Immunology; Virus; Biology","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":[0.0003654172,0.0001645433,0.000407396,0.0008499525,0.00006706192,0.00001915792,0.0002070631,0.0001853211,0.000283648],"category_scores_gemma":[0.0002333469,0.0001580364,0.00008703835,0.0006379462,0.0001073039,0.00008681186,0.0000797118,0.0002389482,0.0006348437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001710845,"about_ca_system_score_gemma":0.0001143451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270847,"about_ca_topic_score_gemma":0.0002013441,"domain_scores_codex":[0.9978976,0.0002256087,0.0006088704,0.0004050407,0.0004211683,0.0004416598],"domain_scores_gemma":[0.9987305,0.0001054559,0.0001450962,0.0005355846,0.0003491002,0.0001342658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001291639,0.0002601559,0.9185106,0.00003511794,0.0000338924,0.00002918234,0.0003106431,0.000001770621,0.05456785,0.0007713014,0.003762549,0.02042537],"study_design_scores_gemma":[0.002012347,0.001406131,0.8914698,0.00005082323,0.00002230248,0.000006410472,0.00001853823,0.0002798399,0.04297734,0.0002213787,0.06134315,0.0001919121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992941,0.0001536832,0.0004189976,0.0008211981,0.0003548896,0.0006911285,0.00002814417,0.00005699498,0.00453396],"genre_scores_gemma":[0.9958467,0.00006412742,0.0002443558,0.0002198252,0.00009947204,0.00006062404,0.00007674075,0.00004307124,0.003345091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0575806,"threshold_uncertainty_score":0.8159842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03455473015635417,"score_gpt":0.3302288139729816,"score_spread":0.2956740838166275,"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."}}