{"id":"W1891732711","doi":"10.1111/j.1525-139x.2007.00344.x","title":"CARDIOVASCULAR AND SURVIVAL PARADOXES IN DIALYSIS PATIENTS: Reversing the Risk Factor Paradox: Is Daily Nocturnal Hemodialysis the Solution?","year":2007,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Hemodialysis; Intensive care medicine; Risk factor; Dialysis; Disease; Nocturnal; Population; Epidemiology; Kidney disease; Renal replacement therapy; Internal medicine; Environmental health","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":[0.0007396075,0.000457612,0.001828066,0.000896387,0.0002108131,0.0007375607,0.0007990478,0.001159046,0.001306565],"category_scores_gemma":[0.001022899,0.0001407367,0.0003843109,0.001200031,0.0004453069,0.001053536,0.0004029855,0.00102278,0.0006301732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003742109,"about_ca_system_score_gemma":0.001000699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007621257,"about_ca_topic_score_gemma":0.00128053,"domain_scores_codex":[0.9998407,0.00004971477,0.00002843953,0.00001829612,0.00005157248,0.0000111385],"domain_scores_gemma":[0.9996656,0.0001842609,0.00005263989,0.000009060741,0.00006400067,0.00002436398],"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":[0.0001167926,0.00007691686,0.0005608393,0.01890788,0.0001928818,0.0004774989,0.0001157967,0.0001718108,0.001150953,0.003010807,0.01778551,0.9574323],"study_design_scores_gemma":[0.0001568179,0.0004513432,0.007217501,0.0107946,0.0006408591,0.007753147,0.0005341713,0.0002243149,0.0009802221,0.008938198,0.9622442,0.00006472207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001727998,0.9988354,0.00006881385,0.0004874412,0.0001514632,0.000001840862,0.000004167997,0.000002967842,0.0002750893],"genre_scores_gemma":[0.001030118,0.9982418,0.0001420405,0.0002608845,0.0002003194,0.000003801759,0.000006314841,4.552599e-7,0.0001143007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001828066,"threshold_uncertainty_score":0.004370868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.027068487666756,"score_gpt":0.2954280270124013,"score_spread":0.2683595393456453,"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."}}