{"id":"W2991887382","doi":"10.1080/13813455.2019.1694039","title":"PNPLA3 and IL 28B signature for predicting susceptibility to chronic hepatitis C infection and fibrosis progression","year":2019,"lang":"en","type":"article","venue":"Archives of Physiology and Biochemistry","topic":"Hepatitis C virus research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Science and Technology Development Fund","keywords":"Fibrosis; Genotype; Haplotype; Hepatitis C virus; Genetic predisposition; Immunology; Interleukin 28B; Single-nucleotide polymorphism; Internal medicine; Biology; Medicine; Genetics; Gene; Virus; Disease","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":[0.0006373865,0.0005518355,0.0002368687,0.0006688295,0.0002256038,0.0004781641,0.0002220125,0.0004802262,0.004517755],"category_scores_gemma":[0.001707389,0.0001424241,0.0004322121,0.0004929404,0.0002941927,0.000152191,0.0002918747,0.0004811878,0.0004119859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001946321,"about_ca_system_score_gemma":0.0002332241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138349,"about_ca_topic_score_gemma":0.001635815,"domain_scores_codex":[0.9997066,0.0001178552,0.00002893716,0.00006230021,0.0000449319,0.00003936268],"domain_scores_gemma":[0.9988458,0.0003760116,0.0004427528,0.00007798285,0.00007508512,0.0001822674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009101871,0.00003796669,0.9917727,0.00001394768,0.0001379303,0.0001221908,0.00004394991,0.0001915785,0.003534831,0.00003214218,0.0001006563,0.003101924],"study_design_scores_gemma":[0.00004240207,0.0001989449,0.9954104,0.00001507655,0.0001530665,0.0006413745,0.00008268231,0.001808992,0.001158491,0.0001700855,0.0003110465,0.000007431706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991898,0.0001430993,0.0002231775,0.00004422045,0.000005996487,0.000005775576,0.0001209834,0.00000704883,0.000260074],"genre_scores_gemma":[0.9993185,0.00002591534,0.0003169095,0.00001694455,0.000006988855,0.000004990167,0.0001048409,0.000003033272,0.0002018655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004517755,"threshold_uncertainty_score":0.01511341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0074156084788478,"score_gpt":0.2916263065058615,"score_spread":0.2842106980270137,"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."}}