{"id":"W3086696505","doi":"10.1177/2054358120957430","title":"Frailty and the Kidney Transplant Wait List: Protocol for a Multicenter Prospective Study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network; University of Manitoba; St. Joseph’s Healthcare Hamilton; McMaster University; Queen Elizabeth II Health Sciences Centre; Regina General Hospital; Population Health Research Institute; Université de Montréal; Nova Scotia Health Authority; Impact; McGill University; Western University; Hamilton Health Sciences; Dalhousie University","funders":"Canadian Institutes of Health Research; Kidney Foundation of Canada; Astellas Pharma Canada","keywords":"Medicine; Kidney disease; Protocol (science); Multicenter study; Intensive care medicine; Prospective cohort study; Kidney transplantation; Internal medicine; Emergency medicine; Kidney; Pathology; Alternative medicine; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.05186404,0.004254217,0.005353999,0.004040433,0.004701568,0.002592931,0.003678619,0.003528093,0.04815999],"category_scores_gemma":[0.03313109,0.002820009,0.004611861,0.005821303,0.002054044,0.002315689,0.003263876,0.005229489,0.00971508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00777239,"about_ca_system_score_gemma":0.03131081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005565088,"about_ca_topic_score_gemma":0.01052623,"domain_scores_codex":[0.973189,0.01555387,0.004906183,0.001945021,0.002463955,0.001941928],"domain_scores_gemma":[0.9685633,0.005725716,0.004699244,0.004541086,0.01290981,0.003560908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.2753886,0.0434093,0.04912126,0.06684725,0.003879101,0.002648227,0.005827837,0.01776619,0.01100055,0.02870039,0.3193264,0.1760849],"study_design_scores_gemma":[0.2357961,0.03962163,0.1100763,0.024348,0.001931113,0.0008030576,0.003490696,0.009015554,0.003765076,0.01204296,0.5583104,0.0007990838],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00115783,0.0001853802,0.002026721,0.0001402968,0.0001455385,0.9919038,0.003557519,0.00005266499,0.0008302415],"genre_scores_gemma":[0.0007545545,0.0001019454,0.002448128,0.00007783154,0.0000194492,0.9956441,0.0007680991,0.000004322422,0.0001815925],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05186404,"threshold_uncertainty_score":0.2742866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03137484716043758,"score_gpt":0.3167275585069124,"score_spread":0.2853527113464748,"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."}}