{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007281864,0.000254532,0.0004137127,0.0003272019,0.0008684505,0.0006145794,0.0004080701,0.0005386437,0.001301807],"category_scores_gemma":[0.001070399,0.0001960704,0.0004141631,0.001797039,0.000360931,0.0003057197,0.0002735388,0.0002312728,0.0001818069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003233239,"about_ca_system_score_gemma":0.00374965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4419331,"about_ca_topic_score_gemma":0.6786091,"domain_scores_codex":[0.9995747,0.0001315062,0.00004730395,0.00005505837,0.0001074922,0.0000839331],"domain_scores_gemma":[0.9991006,0.00008237254,0.0003326411,0.00007096679,0.0001445035,0.0002689497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005224466,0.0005283973,0.9818476,0.0004266619,0.0003589832,0.0002325695,0.001118086,0.0000827551,0.0006749809,0.0001773644,0.003023351,0.006304689],"study_design_scores_gemma":[0.0008757474,0.00055622,0.9954101,0.00007716523,0.0001219253,0.00007294621,0.0003340419,0.00004744265,0.0000411584,0.00002645691,0.002424366,0.00001227393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897462,0.003253404,0.00005471655,0.0002996763,0.00001878391,0.0003236406,0.003276492,0.000003572863,0.003023499],"genre_scores_gemma":[0.9943817,0.001007818,0.0001186958,0.0003392688,0.00003225877,0.0002463382,0.002277621,0.000002928956,0.0015934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.558067,"threshold_uncertainty_score":0.8787215,"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."}}