{"id":"W1526349525","doi":"10.1111/hdi.12254","title":"Patient selection and training for home hemodialysis","year":2015,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Home hemodialysis; Hemodialysis; Medicine; Home dialysis; Selection (genetic algorithm); Renal replacement therapy; Dialysis; Training (meteorology); Patient choice; Intensive care medicine; Nursing; Surgery; Health care","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":[0.002080091,0.0004093772,0.001095706,0.001166812,0.0002874657,0.0009156273,0.0007239235,0.001140474,0.007038853],"category_scores_gemma":[0.006550228,0.0001555169,0.001255068,0.0009963077,0.0002310123,0.0008229606,0.0005779333,0.001176228,0.0007742285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005480024,"about_ca_system_score_gemma":0.002004233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001720238,"about_ca_topic_score_gemma":0.003617044,"domain_scores_codex":[0.9988785,0.0004882229,0.0002502755,0.00008309092,0.0002381695,0.00006167707],"domain_scores_gemma":[0.9980897,0.001357501,0.00029154,0.0000323019,0.0001665833,0.00006233983],"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":[0.0001541326,0.0002015226,0.002003139,0.05695677,0.0002907264,0.0001779003,0.0001596311,0.0002199123,0.0003290569,0.001907955,0.02603628,0.911563],"study_design_scores_gemma":[0.0005511477,0.0004506059,0.02990397,0.2597038,0.002111245,0.004125367,0.0008365692,0.0004257743,0.0009562484,0.004869071,0.6959996,0.00006654815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001539331,0.9915811,0.0004881421,0.002363866,0.0004972937,0.0001622886,0.0001019608,0.00001356356,0.003252373],"genre_scores_gemma":[0.0186118,0.9748414,0.002427039,0.002283786,0.0005615276,0.0002325916,0.0002674244,0.000005579736,0.0007689131],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007038853,"threshold_uncertainty_score":0.02354735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06250457597496056,"score_gpt":0.3415733552125051,"score_spread":0.2790687792375445,"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."}}