{"id":"W2242168606","doi":"10.1093/ndt/gfv180.10","title":"FP558OUTCOMES OF INTEGRATED HOME DIALYSIS CARE: A MULTI-CENTRE REGISTRY STUDY","year":2015,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Université de Montréal","funders":"","keywords":"Medicine; Dialysis; Home dialysis; Hemodialysis; Intensive care medicine; Emergency medicine; Medical emergency; Family medicine; Internal medicine","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":[0.002039725,0.000253974,0.0005080943,0.001090568,0.0003670585,0.0009340994,0.0007840889,0.0004625171,0.001832204],"category_scores_gemma":[0.00444845,0.0003224802,0.000691849,0.003513471,0.0003117681,0.0007813906,0.001055366,0.0005648335,0.0002076454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007057303,"about_ca_system_score_gemma":0.0008592759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01521862,"about_ca_topic_score_gemma":0.01277666,"domain_scores_codex":[0.9980926,0.0005581883,0.0002760174,0.000479091,0.0003322615,0.0002617898],"domain_scores_gemma":[0.9939465,0.0006017076,0.00414505,0.000466221,0.0003724167,0.0004680904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000107518,0.0000282702,0.998326,0.00002388453,0.000133753,0.00005276524,0.00005987313,0.00003852951,0.00003479616,0.00003489359,0.0002436441,0.0009160633],"study_design_scores_gemma":[0.00001862699,0.00004195523,0.9993562,0.00001602365,0.00005355246,0.000104534,0.00006702816,0.0001367623,0.00001274948,0.00001557121,0.0001732279,0.00000367058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961655,0.0003117421,0.0001411167,0.0001046417,0.000007678277,0.00002965859,0.002722552,0.000004350627,0.0005126272],"genre_scores_gemma":[0.9982623,0.0001392015,0.0001081812,0.00003499834,0.00001338071,0.00004334795,0.001318209,0.000001956268,0.00007845536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01521862,"threshold_uncertainty_score":0.03026009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02076651701287957,"score_gpt":0.2765460515887783,"score_spread":0.2557795345758987,"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."}}