{"id":"W4417048858","doi":"10.34067/kid.0000001046","title":"Does Remote Monitoring Improve Time on Peritoneal Dialysis?: CON","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; London Health Sciences Centre; Western University","funders":"","keywords":"Remote patient monitoring; Disease monitoring; Deformation monitoring","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":[0.008727207,0.001051311,0.00189036,0.0009744189,0.0009018948,0.00321042,0.001562123,0.003344154,0.04661759],"category_scores_gemma":[0.03341166,0.0003088049,0.002779886,0.001373901,0.00151929,0.004580104,0.001999922,0.002949284,0.003053395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762293,"about_ca_system_score_gemma":0.00380179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003128969,"about_ca_topic_score_gemma":0.01130166,"domain_scores_codex":[0.9952839,0.002673342,0.0004723708,0.0004833017,0.0007198461,0.00036727],"domain_scores_gemma":[0.9726996,0.01619009,0.004590875,0.001932222,0.002698134,0.001889107],"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":[0.03017649,0.003733343,0.06683122,0.004229519,0.006618023,0.0003411846,0.0004195597,0.001210879,0.0006817158,0.007455817,0.07508492,0.8032174],"study_design_scores_gemma":[0.04172121,0.02878818,0.4527597,0.02448227,0.03556473,0.001552865,0.005861811,0.01571327,0.00529625,0.08211274,0.3056333,0.0005136068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2059945,0.2047017,0.004503103,0.4464906,0.01749676,0.0006675401,0.004214463,0.0005724035,0.1153589],"genre_scores_gemma":[0.8399141,0.04291368,0.005219399,0.07353956,0.02382672,0.0003847345,0.001260605,0.0001700345,0.01277112],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04661759,"threshold_uncertainty_score":0.1559514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006484014508327515,"score_gpt":0.2656373287956991,"score_spread":0.2591533142873715,"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."}}