{"id":"W2107866227","doi":"10.1093/ndt/gfs289","title":"Transforming growth factor β-induced peritoneal fibrosis is mouse strain dependent*","year":2012,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Fibrosis; Transforming growth factor; Peritoneum; Medicine; SMAD; Peritoneal dialysis; Pathology; Immunology; Cancer research; Endocrinology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002379618,0.000283893,0.0004973968,0.0003507981,0.0001540459,0.00003415037,0.0001082061,0.0002306852,0.001168245],"category_scores_gemma":[0.00001157617,0.000245344,0.0004044696,0.0003008877,0.00005569128,0.0003579612,0.000008688784,0.0001944594,0.0001191354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000668971,"about_ca_system_score_gemma":0.00004191751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001189629,"about_ca_topic_score_gemma":0.00006152267,"domain_scores_codex":[0.9980291,0.000129974,0.0004556207,0.0003747956,0.0004523908,0.000558138],"domain_scores_gemma":[0.9991919,0.00006594973,0.0001009738,0.0002400654,0.00007784781,0.0003232993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001310967,0.0009457636,0.03692428,0.0005213835,0.00165612,0.00005590236,0.01078829,0.00001668269,0.9303815,0.0006015978,0.0002458902,0.01655162],"study_design_scores_gemma":[0.009341029,0.0007873993,0.51756,0.00007621489,0.01207693,0.0001064726,0.000841887,0.0003963301,0.4545999,0.0001088063,0.003026393,0.001078674],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921575,0.000091567,0.00391694,0.001077085,0.0001554582,0.0005048492,0.0002685851,0.0001212517,0.001706826],"genre_scores_gemma":[0.9950353,0.0004582888,0.0004561294,0.002659085,0.0003572766,0.00008008569,0.0007256498,0.00003620766,0.0001919779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4806357,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798011626133794,"score_gpt":0.262395505477294,"score_spread":0.244415389215956,"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."}}