{"id":"W2489094904","doi":"10.2215/cjn.10130915","title":"Hospitalization Rates for Patients on Assisted Peritoneal Dialysis Compared with In-Center Hemodialysis","year":2016,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; London Health Sciences Centre; Western University; St. Michael's Hospital; Toronto General Hospital; University Health Network; University of Toronto; University of Calgary; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Institute for Clinical Evaluative Sciences; Ontario Ministry of Health and Long-Term Care; Johns Hopkins University","keywords":"Medicine; Peritoneal dialysis; Hemodialysis; Center (category theory); Dialysis; Internal medicine; Intensive care medicine; Urology","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":[0.0006177103,0.0001511177,0.0003270816,0.0004209918,0.0002692683,0.0004432626,0.0003226794,0.0002332933,0.001593545],"category_scores_gemma":[0.002818746,0.0001312201,0.0008698567,0.0005752671,0.0001483564,0.0002343636,0.0003350015,0.0004322232,0.00006163349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006406463,"about_ca_system_score_gemma":0.0006031374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009296156,"about_ca_topic_score_gemma":0.01219308,"domain_scores_codex":[0.9993783,0.0001390949,0.00008299307,0.0001732835,0.0001182902,0.000107959],"domain_scores_gemma":[0.997193,0.0004140503,0.001700515,0.0001475187,0.0001697671,0.0003751665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002579058,0.00003471232,0.9982997,0.00001296407,0.0001089372,0.0000211844,0.00003464888,0.0000488071,0.0000682209,0.00002283314,0.0001542014,0.0009358572],"study_design_scores_gemma":[0.00002471034,0.0001213658,0.999041,0.000008327972,0.00005649816,0.000119419,0.0001220835,0.0002986712,0.00005929421,0.0000270024,0.0001176352,0.000003894854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990234,0.000176076,0.00006785391,0.00003975902,0.00001047171,0.000008488928,0.0004627715,0.000002733242,0.0002082983],"genre_scores_gemma":[0.9993217,0.0000639145,0.00005340776,0.00001999873,0.000008727428,0.00000668595,0.0004342784,0.000001029343,0.00009024656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009296156,"threshold_uncertainty_score":0.01848406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865230237695359,"score_gpt":0.3462813016072399,"score_spread":0.3176289992302863,"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."}}