{"id":"W2516655165","doi":"10.1111/hdi.12476","title":"Personal Support Worker (PSW)‐supported home hemodialysis: A paradigm shift","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Ottawa Hospital; Ontario Stroke Network; Humber River Regional Hospital; University of Toronto","funders":"Janssen Pharmaceuticals","keywords":"Home hemodialysis; Medicine; Turnkey; Hemodialysis; Scale (ratio); Nursing; Dialysis; Family medicine; Business; Medical emergency; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.008380568,0.0002729596,0.0002607161,0.0003841261,0.002457306,0.003636166,0.001891214,0.002050861,0.003797608],"category_scores_gemma":[0.002692161,0.0001616447,0.0002782328,0.0005413342,0.004409584,0.001723403,0.004116203,0.00222913,0.0005465814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007421419,"about_ca_system_score_gemma":0.03061838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01699225,"about_ca_topic_score_gemma":0.03894084,"domain_scores_codex":[0.9973046,0.001266326,0.00008652022,0.0002585587,0.0006274463,0.0004565132],"domain_scores_gemma":[0.9954195,0.0007541141,0.0003170969,0.0001707304,0.0006197701,0.002718863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004672268,0.00269655,0.03458137,0.002372667,0.000073478,0.001299295,0.0225783,0.0005726985,0.003519921,0.08729863,0.06151065,0.7830293],"study_design_scores_gemma":[0.0009561831,0.00440065,0.1274425,0.005412491,0.00007559799,0.005653974,0.100113,0.003722898,0.002810983,0.08301789,0.6662071,0.0001867688],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3154376,0.01948084,0.01435514,0.605297,0.002328486,0.0004771745,0.0001570326,0.0001550197,0.04231171],"genre_scores_gemma":[0.9200689,0.01505201,0.02001964,0.03789716,0.00119904,0.0004798253,0.0001109011,0.0000279282,0.005144582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01699225,"threshold_uncertainty_score":0.05384642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568618566315116,"score_gpt":0.2642176537170733,"score_spread":0.2485314680539222,"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."}}