{"id":"W2470740354","doi":"","title":"Nocturnal home hemodialysis: implementation, quality assurance and future challenges.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Hemodialysis; Home hemodialysis; Quality assurance; Medical prescription; Nocturnal; Intensive care medicine; 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":[0.08808224,0.0003664119,0.0005909486,0.0008875157,0.001282249,0.00520966,0.002997526,0.002741377,0.002087277],"category_scores_gemma":[0.1202107,0.0003443455,0.0006021561,0.001557437,0.001427852,0.004112657,0.002622492,0.003183826,0.0004093354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005147529,"about_ca_system_score_gemma":0.04354678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01272583,"about_ca_topic_score_gemma":0.01399945,"domain_scores_codex":[0.947478,0.02900904,0.006647713,0.001652194,0.01328462,0.001928455],"domain_scores_gemma":[0.8406494,0.07005483,0.02425807,0.005792815,0.04258987,0.016655],"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":[0.0001101366,0.0005683789,0.03991452,0.005833993,0.0001071393,0.0002479978,0.002523752,0.0007563902,0.0007611523,0.008111277,0.02436714,0.9166981],"study_design_scores_gemma":[0.0004928534,0.004560335,0.4994854,0.04029845,0.0005077855,0.003656779,0.026308,0.009671139,0.004635915,0.02324559,0.3867333,0.0004044918],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04985839,0.1450958,0.01827556,0.7708111,0.002330169,0.0008006392,0.0003252158,0.0004720351,0.01203107],"genre_scores_gemma":[0.6697551,0.1506283,0.09702998,0.07328188,0.002582111,0.00183195,0.001007501,0.0001159387,0.003767289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08808224,"threshold_uncertainty_score":0.465829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396808154670724,"score_gpt":0.2871604676714773,"score_spread":0.2631923861247701,"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."}}