{"id":"W2244950793","doi":"10.1093/ndt/gfv132","title":"Outcomes of integrated home dialysis care: a multi-centre, multi-national registry study","year":2015,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Toronto General Hospital; Université de Montréal","funders":"","keywords":"Medicine; Dialysis; Peritoneal dialysis; Home hemodialysis; Hazard ratio; Hemodialysis; Internal medicine; Proportional hazards model; Confidence interval; Propensity score matching; Surgery","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":[0.003058301,0.0003714773,0.0007860688,0.001043547,0.000627708,0.001488093,0.0009656555,0.0006094967,0.001188506],"category_scores_gemma":[0.005878919,0.0005257599,0.0007785225,0.003274065,0.0003731663,0.001537176,0.001834263,0.0009972739,0.0002299237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007044516,"about_ca_system_score_gemma":0.0008870934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006215355,"about_ca_topic_score_gemma":0.008133556,"domain_scores_codex":[0.9976163,0.0008938996,0.0002962609,0.0005557801,0.0003425473,0.0002953283],"domain_scores_gemma":[0.9930257,0.0008655658,0.003934958,0.0009022017,0.000504379,0.0007671549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001153686,0.00005165689,0.9990059,0.00001226423,0.0001159709,0.00005002038,0.00008231714,0.00003733773,0.00004028311,0.00002507507,0.0001348844,0.0003288992],"study_design_scores_gemma":[0.00003565107,0.00008692619,0.998809,0.00001440277,0.0001022879,0.0001941835,0.0002505259,0.0003051395,0.00001942477,0.00002652579,0.0001492439,0.000006695132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982389,0.0001573618,0.0001318711,0.00006928149,0.00000522902,0.00002350272,0.001074249,0.00000427916,0.0002952185],"genre_scores_gemma":[0.9986023,0.00009687325,0.0001268124,0.00004584132,0.00001104716,0.00004128645,0.001021903,0.000003489515,0.0000504142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006215355,"threshold_uncertainty_score":0.01617402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022115527009844,"score_gpt":0.2976624718953895,"score_spread":0.2674413166252911,"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."}}