{"id":"W2143992450","doi":"10.1177/089686080302300604","title":"Basic Mechanisms and Clinical Implications of Peritoneal Fibrosis","year":2003,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":177,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Fibrosis; Medicine; Angiogenesis; Peritoneal dialysis; Peritoneum; Myofibroblast; Pathology; Immunology; Cancer research; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004093012,0.0001499766,0.0004095556,0.0002125092,0.00007198483,0.0000420986,0.0001349218,0.00008218832,0.001083334],"category_scores_gemma":[0.0002793868,0.0001296595,0.000408846,0.0002150086,0.0001570316,0.00007874176,0.00007768157,0.000111315,0.00002552453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004877439,"about_ca_system_score_gemma":0.0000672411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004109577,"about_ca_topic_score_gemma":0.00001559678,"domain_scores_codex":[0.9983471,0.00009197128,0.0006058869,0.0003831892,0.0004061137,0.0001657636],"domain_scores_gemma":[0.9990591,0.00009680461,0.0001619274,0.0003044756,0.0001700299,0.0002076208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005575395,0.004436684,0.3790044,0.0001875373,0.005718873,0.00003692089,0.0005047991,0.00004987563,0.03492782,0.492255,0.004432901,0.07788762],"study_design_scores_gemma":[0.002897713,0.0003999848,0.942286,0.00008204646,0.002080451,0.000041757,0.0003009145,0.001650288,0.0044062,0.008233449,0.03720684,0.0004143754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075336,0.0002686578,0.01075744,0.00744765,0.001026226,0.0005404224,0.0001530687,0.00007728937,0.07219564],"genre_scores_gemma":[0.990858,0.0002860891,0.007369279,0.0004095145,0.000184757,0.00004100162,0.0001224296,0.00001752512,0.0007114155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5632816,"threshold_uncertainty_score":0.9998298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229629438936089,"score_gpt":0.3260059373794784,"score_spread":0.3037096429901175,"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."}}