{"id":"W4403812299","doi":"10.1681/asn.2024gh96zxpf","title":"Dynamic Patient-Reported Outcome Measures Evaluate Durability of Expanded Hemodialysis on Health-Related Quality of Life (HR-QoL) and Symptom Variability","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute","funders":"","keywords":"Hemodialysis; Quality of life (healthcare); Medicine; Patient-reported outcome; Health related quality of life; Intensive care medicine; Durability; Physical therapy; Internal medicine; Disease","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":[0.002136089,0.0003321664,0.0004510973,0.0004213708,0.0002724664,0.0003920046,0.0003383553,0.000195445,0.001043568],"category_scores_gemma":[0.002595014,0.00007612331,0.0005768542,0.0005653142,0.0003109859,0.000269621,0.0004480693,0.0004506063,0.0001299339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006220419,"about_ca_system_score_gemma":0.0005404153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003075621,"about_ca_topic_score_gemma":0.006185496,"domain_scores_codex":[0.9989464,0.0004159891,0.0001155897,0.0001136798,0.000296965,0.0001113568],"domain_scores_gemma":[0.9973806,0.0007146351,0.001024347,0.0001238981,0.0003949711,0.0003616229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001454016,0.0006284182,0.9813429,0.0000778695,0.0002584719,0.00002177564,0.0002657721,0.0002576124,0.0008009191,0.00002090515,0.0002117821,0.01465966],"study_design_scores_gemma":[0.0000472133,0.001342639,0.9977648,0.000005591177,0.00004477959,0.00003019332,0.00008317163,0.0002466274,0.0002652383,0.00001189888,0.0001528291,0.000005044468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984478,0.0001535232,0.00021577,0.00002071545,0.000003024286,0.00009476137,0.0004464827,0.000005242133,0.000612741],"genre_scores_gemma":[0.9989009,0.00004752769,0.0002932175,0.0000113452,0.000004362765,0.00009749278,0.0004849308,0.000001422075,0.0001587314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003075621,"threshold_uncertainty_score":0.01129687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04085963823838406,"score_gpt":0.3404561558230868,"score_spread":0.2995965175847027,"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."}}