{"id":"W2997520933","doi":"10.26355/eurrev_201903_17261","title":"Urgent-start peritoneal dialysis and patient outcomes: a systematic review and meta-analysis.","year":2019,"lang":"en","type":"review","venue":"PubMed","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peritoneal dialysis; Relative risk; Confidence interval; Meta-analysis; Internal medicine; Peritonitis; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01004587,0.002299715,0.01568646,0.005546381,0.000515167,0.002657808,0.001734537,0.002005626,0.003526626],"category_scores_gemma":[0.02323776,0.001193438,0.03434147,0.006293464,0.0004798645,0.001470563,0.001294826,0.001888623,0.0002485192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001792363,"about_ca_system_score_gemma":0.003021561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004694588,"about_ca_topic_score_gemma":0.01077469,"domain_scores_codex":[0.9929211,0.003144579,0.002033168,0.0008027513,0.0008545798,0.0002438697],"domain_scores_gemma":[0.9853671,0.01003045,0.003206905,0.0003683165,0.0008158191,0.0002114758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002327837,0.00005216323,0.004965039,0.3888254,0.5904464,0.00009575886,0.0000581979,0.0004024605,0.0001363606,0.0001086851,0.0005483115,0.01203339],"study_design_scores_gemma":[0.0008463065,0.0002566262,0.004554952,0.02515157,0.9672036,0.00009683673,0.00003512586,0.0001776774,0.00007082031,0.0001617549,0.001424061,0.00002066499],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003284036,0.9953927,0.000333635,0.0001395325,0.0001133271,0.000207131,0.0003920619,0.00001206852,0.0001253984],"genre_scores_gemma":[0.1447344,0.8489851,0.002439907,0.0007933219,0.0003663261,0.001378528,0.0009765762,0.000021807,0.0003040793],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01568646,"threshold_uncertainty_score":0.0531283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055381659211287,"score_gpt":0.3162904204173299,"score_spread":0.2107522544962011,"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."}}