{"id":"W4416451346","doi":"10.1016/j.ekir.2025.11.013","title":"Virtual Care Utilization and Peritonitis Risk in Rural and Indigenous Peritoneal Dialysis Patients","year":2025,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Northern British Columbia; University of British Columbia","funders":"BC Renal Agency","keywords":"Peritoneal dialysis; Indigenous; Peritonitis; MEDLINE; Rural population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003728099,0.0001240425,0.0001472022,0.0004377179,0.0007254276,0.0006682806,0.0002610407,0.0001930874,0.001518806],"category_scores_gemma":[0.001943648,0.0001319028,0.0003105297,0.0006054634,0.0003776053,0.0002835971,0.0008143721,0.0004476564,0.0000780179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007681769,"about_ca_system_score_gemma":0.0009714821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1056582,"about_ca_topic_score_gemma":0.08947575,"domain_scores_codex":[0.9997349,0.00007126367,0.000020466,0.00004075504,0.00004469415,0.00008788986],"domain_scores_gemma":[0.9989912,0.0001338728,0.0004750328,0.00002869093,0.00008160216,0.000289625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002435572,0.00003031555,0.9981592,0.00001081694,0.00001059556,0.000042932,0.0006992258,0.00002007655,0.00005038568,0.00001168696,0.00004155553,0.0008989649],"study_design_scores_gemma":[0.000002524444,0.00006200869,0.9967878,0.00001487871,0.000007436172,0.0001208254,0.002754351,0.0001146654,0.00001478594,0.00001472251,0.000102898,0.000003098043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997644,0.00004679326,0.00001019035,0.00002587792,8.13571e-7,0.000003110046,0.00004003981,4.609191e-7,0.0001083522],"genre_scores_gemma":[0.9998657,0.00004086666,0.00001995037,0.000008154234,0.000001276588,0.000002643922,0.00003088501,2.227857e-7,0.00003038647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1056582,"threshold_uncertainty_score":0.2100864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372190431487942,"score_gpt":0.3694623835233011,"score_spread":0.3557404792084217,"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."}}