{"id":"W1963968967","doi":"10.1097/00002480-200109000-00006","title":"The Case for Nocturnal Hemodialysis","year":2001,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Hemodialysis; Nocturnal; Medicine; Dialysis; Regimen; Home hemodialysis; Surgery; Cardiology; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006590211,0.000093951,0.0001701675,0.00008383232,0.0005967383,0.0001727131,0.00009109183,0.00002872904,0.0002089719],"category_scores_gemma":[0.0001304102,0.00004834768,0.000393636,0.0001492247,0.000041973,0.00005442071,0.00002334768,0.0001608609,0.0000294712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000545494,"about_ca_system_score_gemma":0.000057142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009428107,"about_ca_topic_score_gemma":0.00002742145,"domain_scores_codex":[0.999116,0.00003728536,0.000270708,0.0001037276,0.0002153285,0.0002569177],"domain_scores_gemma":[0.9991993,0.0001012961,0.0001120365,0.000177118,0.000156071,0.0002541963],"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":[0.00111159,0.0003685261,0.004105764,0.00003496617,0.001785321,0.02004691,0.0001997571,0.0001902594,0.0005082994,0.002093802,0.1617453,0.8078095],"study_design_scores_gemma":[0.002944632,0.0002656034,0.005467321,0.00004352077,0.001394178,0.03086828,0.0005487973,0.001202822,0.0001095238,0.001878334,0.9551333,0.0001437157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026546,0.003466801,0.02497247,0.03082352,0.001410015,0.0005185766,0.000009425843,0.00004746996,0.03609706],"genre_scores_gemma":[0.9854524,0.0007288328,0.0008275043,0.001411053,0.001729833,0.00001686634,0.000004880573,0.00001777144,0.009810911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8076658,"threshold_uncertainty_score":0.4589689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936146696462529,"score_gpt":0.2912195187654927,"score_spread":0.2718580518008674,"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."}}