{"id":"W1516963930","doi":"10.1111/hdi.12203","title":"Systems to cultivate suitable patients for home dialysis","year":2015,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Medicine; Home dialysis; Multidisciplinary team; Home hemodialysis; Dialysis; Multidisciplinary approach; Promotion (chess); Process (computing); Nursing; Surgery; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01024387,0.000645024,0.0003229232,0.001399229,0.006195867,0.007067465,0.002775691,0.002687198,0.02434635],"category_scores_gemma":[0.01452177,0.0004351472,0.0005538854,0.0007542867,0.004294398,0.006327902,0.01823602,0.005349088,0.009427482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004142349,"about_ca_system_score_gemma":0.02285912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003577816,"about_ca_topic_score_gemma":0.007743382,"domain_scores_codex":[0.9940407,0.002911926,0.0003656834,0.0005651956,0.001148625,0.0009678623],"domain_scores_gemma":[0.9830139,0.001563682,0.001593941,0.001082341,0.002308062,0.01043813],"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":[0.00008554963,0.001112794,0.01988715,0.0007703691,0.0000546407,0.0006619646,0.01872858,0.001022202,0.002397484,0.150211,0.3940419,0.4110264],"study_design_scores_gemma":[0.00005899014,0.0003862083,0.01102364,0.001060354,0.000023737,0.0006843567,0.01433736,0.0006536153,0.0007949579,0.04165393,0.9292304,0.0000924944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04395775,0.00731268,0.06925023,0.6140917,0.006427458,0.001537293,0.0003047238,0.001744708,0.2553735],"genre_scores_gemma":[0.4915417,0.02058471,0.2370923,0.08494282,0.00489753,0.002773256,0.001145076,0.0008480047,0.1561747],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02434635,"threshold_uncertainty_score":0.08144665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852549608814295,"score_gpt":0.2873677433978732,"score_spread":0.2588422473097303,"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."}}