{"id":"W3100042600","doi":"10.1371/journal.pone.0242254","title":"Rate of decline in residual kidney function pre and post peritoneal dialysis initiation: A post hoc analysis of the IDEAL study","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Cilag; Medical Research Council; Royal Australasian College of Physicians; PA Research Foundation; National Health and Medical Research Council; Fresenius Medical Care North America; AstraZeneca; Amgen Australia; Fondation du CHUM; GlaxoSmithKline; George Institute for Global Health; Amgen","keywords":"Medicine; Peritoneal dialysis; Dialysis; Renal function; Post-hoc analysis; Urology; Anuria; Internal medicine; Creatinine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01513784,0.0008532107,0.002611336,0.0004663592,0.0002685212,0.0009876253,0.0007603093,0.0004956613,0.002965963],"category_scores_gemma":[0.01400706,0.0003389479,0.004913846,0.0003750188,0.0005336583,0.0009175429,0.0009309164,0.002004233,0.0002325252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004348058,"about_ca_system_score_gemma":0.001031733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000552371,"about_ca_topic_score_gemma":0.0006180612,"domain_scores_codex":[0.9931753,0.004492808,0.0003759554,0.0007840483,0.0005865092,0.0005853754],"domain_scores_gemma":[0.976244,0.01484293,0.00395287,0.002517544,0.001392588,0.001050032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8251471,0.001963248,0.1436253,0.0007289316,0.01439231,0.0001271244,0.0002572259,0.0009651818,0.00177604,0.0002839498,0.001414188,0.009319339],"study_design_scores_gemma":[0.09964886,0.2079779,0.6468472,0.0002464718,0.02974552,0.0002364973,0.0004972105,0.006751544,0.003587914,0.0007207802,0.003593579,0.0001465548],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969459,0.0006829267,0.0006677611,0.00009337328,0.00007575587,0.0002850312,0.0007278201,0.00001782808,0.0005036479],"genre_scores_gemma":[0.9967238,0.0001348989,0.0007658287,0.00009879471,0.00008352985,0.0006892278,0.0009163899,0.00001710785,0.0005704795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01513784,"threshold_uncertainty_score":0.0800575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03071829415247607,"score_gpt":0.2534680988874503,"score_spread":0.2227498047349742,"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."}}