{"id":"W2064524480","doi":"10.1038/ki.2015.68","title":"The risk of hospitalization and modality failure with home dialysis","year":2015,"lang":"en","type":"article","venue":"Kidney International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Western University; Humber River Regional Hospital; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Hazard ratio; Hemodialysis; Dialysis; Internal medicine; Peritoneal dialysis; Cohort; Home hemodialysis; Emergency medicine; Confidence interval","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":[0.001168397,0.0001354459,0.0003372512,0.0003646766,0.0002143688,0.0005915626,0.0002692406,0.0002972752,0.00130029],"category_scores_gemma":[0.006654754,0.0001241158,0.0007549425,0.0005753068,0.0002763502,0.0003479396,0.0005652393,0.0004516814,0.00008803564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003726942,"about_ca_system_score_gemma":0.0003221056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00146585,"about_ca_topic_score_gemma":0.001388584,"domain_scores_codex":[0.9986244,0.0006198225,0.0001337567,0.000226898,0.0002467177,0.0001483932],"domain_scores_gemma":[0.9956505,0.001422422,0.001714686,0.000559698,0.0001857498,0.0004669753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003692165,0.00003375836,0.9946731,0.00001237517,0.0001822858,0.00005881967,0.00001836951,0.0001196443,0.00008287636,0.0000567959,0.00006833197,0.004324494],"study_design_scores_gemma":[0.00001697928,0.0001637815,0.998661,0.000008756645,0.00004075942,0.0003668667,0.00004272602,0.0003445449,0.00007361241,0.0001312252,0.0001461041,0.000003697303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978199,0.0008521913,0.0002836277,0.00006829159,0.00001313559,0.0000110104,0.0001503679,0.00000422148,0.000797304],"genre_scores_gemma":[0.999606,0.0001059837,0.00007830096,0.00002306514,0.00001372921,0.00000359143,0.0001163441,8.588916e-7,0.00005233722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00146585,"threshold_uncertainty_score":0.006179154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007390459326671514,"score_gpt":0.2348200409784282,"score_spread":0.2274295816517567,"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."}}