{"id":"W2306094826","doi":"10.3747/pdi.2015.00121","title":"Predictors of Transfer to Home Hemodialysis after Peritoneal Dialysis Completion","year":2015,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital; Université de Montréal","funders":"","keywords":"Peritoneal dialysis; Medicine; Hemodialysis; Home hemodialysis; Intensive care medicine; Internal medicine; 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":[0.0004310099,0.0001594846,0.0001856147,0.0003022591,0.0003232836,0.0005737328,0.0004088801,0.0002721601,0.002580293],"category_scores_gemma":[0.003745723,0.0001169724,0.0003150681,0.0004921432,0.0003273782,0.0003609481,0.00066623,0.0008491575,0.0002131705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003122727,"about_ca_system_score_gemma":0.0005870843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007367583,"about_ca_topic_score_gemma":0.004591233,"domain_scores_codex":[0.9996709,0.00007197645,0.00004358197,0.00005149766,0.00008965538,0.00007248834],"domain_scores_gemma":[0.9961225,0.0005376368,0.00230902,0.0001192108,0.0002722264,0.0006393531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003139296,0.00002232359,0.9989449,0.000005963063,0.00001127279,0.00005559021,0.00004170015,0.00004375084,0.00004236124,0.000006657716,0.00006185087,0.000732329],"study_design_scores_gemma":[0.000002557522,0.00005614886,0.9990601,0.000009942803,0.000006578576,0.000283802,0.0001537396,0.0002740602,0.0000343907,0.0000139552,0.000102246,0.00000253574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992965,0.0001314781,0.00005054697,0.00008079871,0.000005573228,0.000005253254,0.0001192289,0.000002833547,0.00030776],"genre_scores_gemma":[0.9996935,0.00005424333,0.00002790647,0.00001361191,0.000008090171,0.000002256139,0.0001326427,6.978698e-7,0.00006703665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007367583,"threshold_uncertainty_score":0.01464939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848739733254596,"score_gpt":0.2682897218836286,"score_spread":0.2498023245510826,"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."}}