{"id":"W2955407964","doi":"10.1016/j.ekir.2019.05.565","title":"SUN-163 LATE REFERRALS AND HIGH EARLY MORTALITY MAY UNDERMINE DIALYSIS INITIATIVES IN LOW RESOURCE SETTINGS","year":2019,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Peritoneal dialysis; Dialysis; Intensive care medicine; Life saving; Resource (disambiguation); Emergency medicine; Internal medicine; Medical emergency","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":[0.008368807,0.0002225765,0.0003656854,0.001012531,0.00192668,0.003577363,0.001229584,0.001170746,0.008426633],"category_scores_gemma":[0.02559672,0.0002007749,0.0003182006,0.001331505,0.001295782,0.002014641,0.003201136,0.001948929,0.0007662898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002864609,"about_ca_system_score_gemma":0.007336028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02265411,"about_ca_topic_score_gemma":0.0598081,"domain_scores_codex":[0.9938206,0.003423575,0.000303608,0.0003414471,0.0008093681,0.001301327],"domain_scores_gemma":[0.9876605,0.002581198,0.003032335,0.0003661025,0.001328884,0.005030913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001442758,0.0003754773,0.7939541,0.0006971902,0.0001107707,0.00113423,0.007489581,0.0002217948,0.0005481609,0.008641024,0.05721279,0.1294706],"study_design_scores_gemma":[0.00006744478,0.0005003472,0.8937659,0.003127483,0.0001330052,0.001615496,0.02899155,0.000570959,0.0006149986,0.008983454,0.06155894,0.00007033248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6930286,0.008632412,0.002173343,0.2409466,0.001639876,0.000154795,0.001230219,0.0001927087,0.05200135],"genre_scores_gemma":[0.9809207,0.002488279,0.0009004283,0.01323232,0.0005781095,0.00006059295,0.0001837632,0.00004769641,0.001588116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02265411,"threshold_uncertainty_score":0.04504448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550831584741709,"score_gpt":0.3026971248791277,"score_spread":0.2871888090317106,"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."}}