{"id":"W2286471023","doi":"","title":"Predicting Treatment Response and the Role of the ISG15/USP18 Ubiquitin-like Signaling Pathway in Hepatitis C Viral Infection","year":2011,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"ISG15; Interferon; Hepatitis C virus; Biology; Gene; Ribavirin; Virology; Interferon-stimulated gene; Virus; Immunology; Cancer research; Ubiquitin; Genetics; Innate immune system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009273359,0.000298684,0.0004006703,0.0007656373,0.0001436586,0.0005985466,0.0001424437,0.0003024179,0.0005947279],"category_scores_gemma":[0.001426169,0.0001122715,0.000352221,0.0004649254,0.0001916733,0.0002339845,0.0002187199,0.0003786361,0.0002461465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002383671,"about_ca_system_score_gemma":0.0001891605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003463764,"about_ca_topic_score_gemma":0.000434037,"domain_scores_codex":[0.9996663,0.0001328497,0.00002850749,0.00004868045,0.0000872534,0.00003643279],"domain_scores_gemma":[0.9992587,0.0003340016,0.0002379538,0.00003522853,0.00007746617,0.00005663656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002325839,0.0002917063,0.818371,0.0001804799,0.0001512273,0.0002502754,0.0001781599,0.003776282,0.04962555,0.0001908457,0.000671307,0.1239873],"study_design_scores_gemma":[0.00003700552,0.00141435,0.9329709,0.00006058359,0.0001887442,0.0008962727,0.0002531623,0.03494945,0.02619367,0.0008083461,0.002193046,0.00003445197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943356,0.001698655,0.002421878,0.0002547682,0.00002725344,0.00003974617,0.0002649665,0.00003516315,0.0009219132],"genre_scores_gemma":[0.9965077,0.0005870856,0.00226636,0.00004295714,0.000023169,0.00001606615,0.0002159589,0.0000036045,0.0003370842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009273359,"threshold_uncertainty_score":0.00490427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02209095684559661,"score_gpt":0.3272609862008928,"score_spread":0.3051700293552962,"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."}}