{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001342271,0.0004898548,0.0005866832,0.001130605,0.0003336212,0.0007938373,0.0005886584,0.001516043,0.00272153],"category_scores_gemma":[0.001324559,0.0002031913,0.0004613657,0.000391453,0.002512493,0.001562677,0.0008645254,0.001835794,0.0003923285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000555383,"about_ca_system_score_gemma":0.0006617927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001781855,"about_ca_topic_score_gemma":0.0001529936,"domain_scores_codex":[0.9996907,0.0001088063,0.0000446891,0.00004135231,0.00007427049,0.0000402958],"domain_scores_gemma":[0.9994277,0.0003016792,0.00007964438,0.00005265819,0.00007876936,0.00005958551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001729433,0.0005645984,0.0125142,0.01138154,0.0001711892,0.01904229,0.0009742694,0.003017239,0.07066215,0.1755612,0.01628743,0.6880946],"study_design_scores_gemma":[0.0005587948,0.003709254,0.0509055,0.004916621,0.0002865251,0.1159719,0.001003113,0.004125489,0.03011571,0.340364,0.4478433,0.0001997776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01674654,0.9442295,0.006603433,0.01593502,0.001366711,0.00006347907,0.00008689138,0.00007749321,0.01489093],"genre_scores_gemma":[0.2911143,0.6786364,0.008316443,0.006737411,0.009199118,0.0001919006,0.0001423751,0.00002130692,0.005640786],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00272153,"threshold_uncertainty_score":0.009104371,"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."}}