{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007499805,0.0001875853,0.0003955429,0.00008773425,0.000055416,0.00000216572,0.0001575544,0.0002364562,0.001184621],"category_scores_gemma":[0.00001416647,0.0001649861,0.0001195089,0.00005159128,0.0002411421,0.00006049814,0.000125311,0.000336182,0.0005694079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001998182,"about_ca_system_score_gemma":0.00002285551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001959656,"about_ca_topic_score_gemma":0.00001462588,"domain_scores_codex":[0.998692,0.0001838108,0.0002174569,0.0004037787,0.00006870472,0.0004342805],"domain_scores_gemma":[0.9993339,0.00002082967,0.00009252403,0.0003669096,0.00005220663,0.0001336298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008614397,0.0003699803,0.6829611,0.00002909484,0.0005308081,0.001037668,0.001226512,8.748437e-8,0.3020039,0.00006880265,0.002686755,0.0004709053],"study_design_scores_gemma":[0.002298617,0.006811605,0.9243545,0.00003609642,0.000445388,0.0005694118,0.00003952432,0.00008993869,0.06353554,0.0009377056,0.0007353003,0.0001463911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976388,0.00007920707,0.0007430546,0.0002392086,0.0003032514,0.0003647618,0.00006030416,0.00008757204,0.0004838748],"genre_scores_gemma":[0.9908035,0.00004202444,0.005312447,0.003269912,0.0001852984,0.00006453682,0.0000884872,0.00002168755,0.000212079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2413934,"threshold_uncertainty_score":0.9997284,"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."}}