{"id":"W4386317082","doi":"10.2215/cjn.0000000000000298","title":"Systems Innovations to Increase Home Dialysis Utilization","year":2023,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Home hemodialysis; Dialysis; Home dialysis; Respite care; Intensive care medicine; Hemodialysis; Mandate; Medical emergency; Nursing; 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":[0.0039959,0.000431,0.0001714847,0.00107016,0.001000635,0.003314618,0.0007579128,0.001309223,0.01559066],"category_scores_gemma":[0.00920312,0.0001257191,0.0006258153,0.0008011509,0.001020833,0.002010259,0.003944011,0.00135823,0.001350561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002931086,"about_ca_system_score_gemma":0.007556425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00266919,"about_ca_topic_score_gemma":0.00407943,"domain_scores_codex":[0.9966781,0.001594244,0.0001585358,0.0002304664,0.0008645784,0.0004741368],"domain_scores_gemma":[0.9955508,0.001269184,0.0006691629,0.0004264264,0.001057733,0.001026796],"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":[0.0001218642,0.00208757,0.05087442,0.002462586,0.0003711319,0.0003358933,0.003490446,0.005737217,0.005326875,0.1961753,0.07405123,0.6589654],"study_design_scores_gemma":[0.0001868195,0.001739887,0.06750204,0.0024118,0.0002694145,0.0005621373,0.005466388,0.006778356,0.004987364,0.1247309,0.7852772,0.00008755772],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2338839,0.01856921,0.06439319,0.2571689,0.004697578,0.001223178,0.00104302,0.00162891,0.4173923],"genre_scores_gemma":[0.9150849,0.009925613,0.03798294,0.01820911,0.001455231,0.000511179,0.0003461618,0.00009347889,0.01639133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01559066,"threshold_uncertainty_score":0.05215597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07957334589072848,"score_gpt":0.3902092265434351,"score_spread":0.3106358806527066,"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."}}