{"id":"W2136077719","doi":"10.1111/j.0894-0959.2004.17202.x","title":"DAILY HEMODIALYSIS—SELECTED TOPICS: The London, Ontario, Daily/Nocturnal Hemodialysis Study","year":2004,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Hemodialysis; Medicine; Nocturnal; Anemia; Home hemodialysis; Quality of life (healthcare); Intensive care medicine; Internal medicine; Nursing","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001158353,0.0005895969,0.00135917,0.0009205209,0.0003251935,0.0002109946,0.0006882211,0.0001890373,0.001018712],"category_scores_gemma":[0.0004208247,0.000406286,0.000897586,0.00362437,0.0001962351,0.000186176,0.0003221393,0.0006993515,0.0001471274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001156572,"about_ca_system_score_gemma":0.0005170078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01999433,"about_ca_topic_score_gemma":0.09083704,"domain_scores_codex":[0.9952435,0.0003533592,0.00117912,0.001040825,0.001365406,0.0008177421],"domain_scores_gemma":[0.9972399,0.0001488783,0.0003253178,0.001617298,0.0003027016,0.0003658415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001419208,0.009657967,0.8535729,0.0001295721,0.007513308,0.00191861,0.03052224,0.0120557,0.002138712,0.0002383278,0.006819348,0.07401409],"study_design_scores_gemma":[0.01721087,0.001190623,0.9270155,0.0004714468,0.01653286,0.00004656081,0.009823899,0.0004705491,0.003023279,0.001931922,0.0207787,0.001503751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987476,0.0009718006,0.0002683445,0.003541917,0.0003026628,0.001324597,0.000009102766,0.0001004542,0.006005121],"genre_scores_gemma":[0.9915184,0.0002530863,0.0006896711,0.001051269,0.0005255039,0.0002473419,0.0001452343,0.00005842552,0.005511108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07344262,"threshold_uncertainty_score":0.9998945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009689159031497025,"score_gpt":0.2472325779571256,"score_spread":0.2375434189256286,"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."}}