{"id":"W2888968687","doi":"10.2215/cjn.09590818","title":"PD Solutions and Peritoneal Health","year":2018,"lang":"en","type":"letter","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peritoneal dialysis; Medicine; Mesothelial Cell; Peritoneum; Peritonitis; Transdifferentiation; Internal medicine; Pathology; Biochemistry; Cell; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006424274,0.0004854531,0.000350186,0.000770827,0.0004674579,0.001554729,0.0003958402,0.001403247,0.008898687],"category_scores_gemma":[0.001439614,0.0001059955,0.00032173,0.0004729302,0.0005868146,0.0009539497,0.001328319,0.0009394622,0.0007964677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006149755,"about_ca_system_score_gemma":0.0007106043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005294111,"about_ca_topic_score_gemma":0.0003878414,"domain_scores_codex":[0.9994494,0.0001555768,0.00004775848,0.00008168554,0.0002026313,0.00006288784],"domain_scores_gemma":[0.9994374,0.0001543504,0.0001963489,0.0000229103,0.0001053255,0.00008369856],"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":[0.003647037,0.001292291,0.01505587,0.01012573,0.0002754887,0.001602023,0.0007546403,0.000797839,0.1024905,0.02734689,0.02511388,0.8114979],"study_design_scores_gemma":[0.0005554605,0.007522426,0.07525824,0.003806581,0.0004694258,0.009289633,0.001992883,0.001738064,0.09937247,0.02697235,0.7728767,0.0001457536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.1333097,0.8228793,0.002692594,0.009973583,0.001674172,0.0001408652,0.0003600525,0.000133073,0.0288368],"genre_scores_gemma":[0.6316255,0.3452975,0.003063857,0.005839869,0.001617036,0.0002005382,0.0004687451,0.00003827835,0.01184869],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.008898687,"threshold_uncertainty_score":0.02976906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06665311562152035,"score_gpt":0.3834887137930923,"score_spread":0.3168355981715719,"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."}}