{"id":"W2044770695","doi":"10.1053/j.gastro.2011.09.033","title":"Liver Fibrosis Protects Mice From Acute Hepatocellular Injury","year":2011,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Liver physiology and pathology","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Institute for Research in Immunology and Cancer; Centre Hospitalier de l’Université de Montréal; Hôpital Saint-Luc","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Liver fibrosis; Medicine; Liver injury; Fibrosis; Internal medicine; Gastroenterology; Pathology","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":[0.0004050155,0.0013013,0.0009267097,0.001712644,0.0005321502,0.0007257668,0.0005192464,0.001495201,0.006702082],"category_scores_gemma":[0.0002674512,0.0007050648,0.0007416211,0.0004928943,0.0009610769,0.001018068,0.0005122398,0.002954589,0.001910254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003641857,"about_ca_system_score_gemma":0.0004748789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000618271,"about_ca_topic_score_gemma":0.001080057,"domain_scores_codex":[0.999474,0.00008295417,0.00005407065,0.00009850562,0.00009646925,0.0001939342],"domain_scores_gemma":[0.9990795,0.00005797102,0.0002347323,0.0001454237,0.00005683686,0.000425549],"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":[0.003988301,0.000611291,0.0004447295,0.0001195203,0.00003210038,0.0002129974,0.00006119799,0.0001301379,0.9903451,0.0004279263,0.0004082051,0.003218577],"study_design_scores_gemma":[0.0007220226,0.004039878,0.007471712,0.00005246135,0.00009705628,0.0007792212,0.0002064837,0.00106448,0.9799269,0.0005774726,0.005022279,0.00003999531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867086,0.001823271,0.003696024,0.001551342,0.0003757589,0.0001005602,0.001308118,0.0009540737,0.003482173],"genre_scores_gemma":[0.9758555,0.001640422,0.003122848,0.0005082594,0.0001125675,0.0001848961,0.00144744,0.0002616959,0.01686638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006702082,"threshold_uncertainty_score":0.02242076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02215434917514233,"score_gpt":0.2267918762229851,"score_spread":0.2046375270478428,"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."}}