{"id":"W4400667297","doi":"10.2215/cjn.0000000000000513","title":"Re-Examining Acute Peritoneal Dialysis","year":2024,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Peritoneal dialysis; Nephrology; Hemodialysis; Dialysis; Acute kidney injury; Cape; Transplantation; Randomized controlled trial; University hospital; Internal medicine; Emergency medicine; Intensive care 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":[0.00550982,0.0005187918,0.001499604,0.0007081092,0.0008234972,0.002052886,0.0006659536,0.0008490098,0.009217384],"category_scores_gemma":[0.0172484,0.0002171047,0.001703155,0.0009514114,0.0004842274,0.001946582,0.0007000153,0.001749489,0.0007335117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001668024,"about_ca_system_score_gemma":0.003585585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004888112,"about_ca_topic_score_gemma":0.007775189,"domain_scores_codex":[0.9932545,0.003367834,0.001399927,0.0006245714,0.0009334779,0.0004197739],"domain_scores_gemma":[0.9877692,0.003880021,0.003311065,0.001288858,0.002813979,0.0009369054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.05245975,0.004055308,0.2427214,0.01961912,0.005019655,0.0004899119,0.001301731,0.000480495,0.001255415,0.003838685,0.04018094,0.6285776],"study_design_scores_gemma":[0.04609734,0.02985603,0.6207612,0.03392496,0.0177395,0.003201948,0.004019303,0.001937601,0.005562628,0.008735396,0.2278795,0.0002845549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6196579,0.2749764,0.005303893,0.02261722,0.006175152,0.005599162,0.007933439,0.0001414253,0.05759545],"genre_scores_gemma":[0.957908,0.0229528,0.003376068,0.006949959,0.001739176,0.001591119,0.002045666,0.00002296191,0.003414366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009217384,"threshold_uncertainty_score":0.03083521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08536595236640086,"score_gpt":0.4471052762324288,"score_spread":0.3617393238660279,"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."}}