{"id":"W2564478815","doi":"10.1159/000450820","title":"The Evolution of Home HD - Meeting Modern Patient Needs","year":2016,"lang":"en","type":"article","venue":"Contributions to nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Hemodialysis; Renal replacement therapy; Home hemodialysis; Intensive care medicine; End stage renal disease; 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":[0.003761475,0.0001303519,0.0002398666,0.0004942801,0.0008511369,0.002535034,0.0007587813,0.0009287622,0.002924976],"category_scores_gemma":[0.006241818,0.0001028182,0.0001805155,0.0007306593,0.0011098,0.002483259,0.002025284,0.001246906,0.0002825955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001561397,"about_ca_system_score_gemma":0.003069672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001957948,"about_ca_topic_score_gemma":0.003759767,"domain_scores_codex":[0.9978932,0.001000037,0.0002096143,0.0001833176,0.0004932963,0.0002205388],"domain_scores_gemma":[0.9960782,0.001107685,0.0005649127,0.0002665648,0.0007641999,0.001218523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003846079,0.001107349,0.2062986,0.001033832,0.00006233641,0.002033213,0.0149381,0.001591774,0.003925275,0.0447052,0.03119138,0.6927283],"study_design_scores_gemma":[0.00009318724,0.001550463,0.4047624,0.001629505,0.00005270218,0.01203239,0.04267923,0.005207145,0.002661177,0.03291861,0.4962589,0.0001542552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8084784,0.01550852,0.01826336,0.1155242,0.001093709,0.0001023495,0.0003781498,0.0002596015,0.04039172],"genre_scores_gemma":[0.9633846,0.00681846,0.01518682,0.01059068,0.001138265,0.00008286514,0.0001521743,0.00006446882,0.002581698],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003761475,"threshold_uncertainty_score":0.01989281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005555406961231403,"score_gpt":0.2422244972322665,"score_spread":0.2366690902710351,"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."}}