{"id":"W2898290288","doi":"10.1126/sciimmunol.aar7754","title":"Type 3 cytokines IL-17A and IL-22 drive TGF-β–dependent liver fibrosis","year":2018,"lang":"en","type":"article","venue":"Science Immunology","topic":"Digestive system and related health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"Caprion (Canada); Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Canadian Liver Foundation","keywords":"Transforming growth factor; Fibrosis; Liver fibrosis; Interleukin; Immunology; Interleukin 17; Interleukin 23; Cytokine; Interleukin 6; Biology; Medicine; Pathology; Cell biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001642425,0.0004510693,0.0001999019,0.000461396,0.0001261438,0.0003973506,0.0001100199,0.0002284533,0.002621301],"category_scores_gemma":[0.000101067,0.0001951357,0.0003156084,0.0001614976,0.0003333611,0.0001721961,0.0002594997,0.0006983518,0.0006731674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001906866,"about_ca_system_score_gemma":0.000199653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001667707,"about_ca_topic_score_gemma":0.000380687,"domain_scores_codex":[0.9997911,0.00004347466,0.00001501983,0.00004376937,0.00005858038,0.00004803238],"domain_scores_gemma":[0.9997891,0.00001712174,0.00007484667,0.00002375771,0.00001536396,0.0000798677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001085117,0.00002006157,0.0007806029,0.00002052919,0.000005184076,0.0001119425,0.00001113297,0.0000216254,0.9977891,0.00008663644,0.00002816847,0.001016439],"study_design_scores_gemma":[0.00003284579,0.0003949473,0.01466095,0.00001073985,0.00003876145,0.001620114,0.00005960248,0.0005075562,0.9787266,0.0001917738,0.003750708,0.000005426415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99257,0.001724973,0.003267439,0.0001472592,0.00005748455,0.00002130666,0.0003027815,0.000136941,0.001771895],"genre_scores_gemma":[0.9927574,0.001071037,0.001941034,0.00009861801,0.00003002478,0.00003527908,0.0002922945,0.00003843466,0.00373578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002621301,"threshold_uncertainty_score":0.008769095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009213056752613831,"score_gpt":0.2628143457525201,"score_spread":0.2536012889999062,"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."}}