{"id":"W2982514207","doi":"10.1126/scisignal.aax1194","title":"iRhom2 inhibits bile duct obstruction–induced liver fibrosis","year":2019,"lang":"en","type":"article","venue":"Science Signaling","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs","funders":"","keywords":"Bile duct; Liver fibrosis; Fibrosis; Cholestasis; Medicine; Internal medicine; Fibrous capsule of Glisson; Gastroenterology; Cancer research; Pathology; Endocrinology","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":[0.000144369,0.000279698,0.0002963448,0.000375174,0.0002091167,0.0002927763,0.0001660975,0.0003701822,0.003521226],"category_scores_gemma":[0.00008551717,0.0001415688,0.0002531653,0.0001476677,0.0002819784,0.0002380425,0.0001623609,0.001227986,0.0005467633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002012765,"about_ca_system_score_gemma":0.0001919573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002641444,"about_ca_topic_score_gemma":0.0008015449,"domain_scores_codex":[0.999879,0.00002307021,0.000008230189,0.00001661098,0.00002889659,0.00004417455],"domain_scores_gemma":[0.9999104,0.000007250333,0.00002128347,0.00001005465,0.000005837925,0.00004520771],"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":[0.002372206,0.0008157573,0.0005700156,0.0001351665,0.00003187087,0.0001186914,0.00002472589,0.0002289745,0.9851791,0.0002955175,0.0007680813,0.009459904],"study_design_scores_gemma":[0.0003968822,0.002807879,0.0074981,0.00002488757,0.00004725849,0.0003909478,0.00009615986,0.001440622,0.9777754,0.0001424346,0.009366062,0.00001343508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988297,0.001944368,0.001676079,0.0005670532,0.0001548931,0.00005003761,0.0007558608,0.0003580571,0.0061965],"genre_scores_gemma":[0.9879234,0.0008817532,0.001103615,0.0001800983,0.00004377541,0.00005597892,0.0009609417,0.00003129481,0.008819214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003521226,"threshold_uncertainty_score":0.01177973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061757184217725,"score_gpt":0.2659331921584798,"score_spread":0.2453156203163025,"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."}}