{"id":"W4319333927","doi":"10.1177/08968608221149546","title":"Evaluation and outcomes of a 5-year assisted peritoneal dialysis program","year":2023,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Demographics; Referral; Transplantation; Respite care; Emergency medicine; Surgery; Physical therapy; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004595087,0.0002798524,0.0003576795,0.001030377,0.001437805,0.001714965,0.001137182,0.0003357618,0.001161769],"category_scores_gemma":[0.01219625,0.000164074,0.0005359356,0.001669377,0.0005525416,0.0008326803,0.002405721,0.0008413731,0.0001624242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0181549,"about_ca_system_score_gemma":0.03152983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4963232,"about_ca_topic_score_gemma":0.6121627,"domain_scores_codex":[0.9952591,0.00101354,0.000370575,0.00023189,0.002012157,0.001112747],"domain_scores_gemma":[0.9833642,0.0008080119,0.002731925,0.0002421701,0.007251971,0.005601645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008272739,0.001877034,0.9385009,0.0001923859,0.0001152395,0.0001188049,0.002246887,0.0006263928,0.0001251533,0.0001200495,0.001806329,0.05344362],"study_design_scores_gemma":[0.00005315905,0.001602461,0.9943162,0.0001069725,0.00004032646,0.00004116452,0.00183233,0.0005585243,0.0001017158,0.00002335515,0.001311866,0.00001181283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945459,0.0001837173,0.00008952572,0.000336397,0.00001390913,0.0005951714,0.001491674,0.00001303645,0.002730617],"genre_scores_gemma":[0.9973568,0.0001721264,0.0003132743,0.0000860877,0.000007637941,0.0001840598,0.001298588,0.000002625102,0.0005789057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4963232,"threshold_uncertainty_score":0.9868685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03210259501560931,"score_gpt":0.3594010829550546,"score_spread":0.3272984879394453,"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."}}