{"id":"W2261751029","doi":"10.3747/pdi.2014.00148","title":"Success of Urgent-Start Peritoneal Dialysis in a Large Canadian Renal Program","year":2015,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Academic Medical Organization of Southwestern Ontario","keywords":"Medicine; Peritoneal dialysis; Surgery; Renal replacement therapy; Catheter; Percutaneous; Hemodialysis; Dialysis; Prospective cohort study","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":[0.0005320457,0.0003325054,0.0002245405,0.0006879974,0.00367075,0.001095834,0.001111234,0.0004472538,0.001827207],"category_scores_gemma":[0.002771751,0.0001959684,0.0002324033,0.001302898,0.0009093925,0.0003154005,0.001204,0.0009899711,0.0001387526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01418583,"about_ca_system_score_gemma":0.02959117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8357872,"about_ca_topic_score_gemma":0.9261587,"domain_scores_codex":[0.999052,0.00007022594,0.00002605452,0.0001141727,0.0002894496,0.000448175],"domain_scores_gemma":[0.9963091,0.0002606067,0.0008585571,0.00008043907,0.0006661767,0.001825029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001380008,0.0003765338,0.9763641,0.00007437163,0.00002825729,0.00183197,0.001865405,0.0001025149,0.000736506,0.0001366601,0.001295662,0.01705006],"study_design_scores_gemma":[0.00002010779,0.0002574666,0.9904191,0.00005461325,0.00003090912,0.002671963,0.003711284,0.0004573907,0.0002650878,0.0000391525,0.002052678,0.000020196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976029,0.0002332813,0.00008549784,0.0003343841,0.000009854693,0.00003686982,0.0001522599,0.000009599154,0.00153541],"genre_scores_gemma":[0.9988953,0.0002832286,0.0002053123,0.0001715301,0.00001355706,0.000008642915,0.0001356832,0.000004750075,0.0002820324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1642128,"threshold_uncertainty_score":0.3303598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260761669936822,"score_gpt":0.3074835678288371,"score_spread":0.2848759511294688,"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."}}