{"id":"W7016085094","doi":"","title":"Varying Association of Extended Hours Dialysis with Quality of Life.","year":2019,"lang":"en","type":"article","venue":"UTS ePRESS (University of Technology Sydney)","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialysis; Hemodialysis; Randomized controlled trial; Confidence interval; Quality of life (healthcare); Clinical trial; Outcome (game theory); SF-36","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002516769,0.00009060796,0.0006068455,0.0005285491,0.00002769207,0.000001469069,0.0002018686,0.0001676519,0.0001927262],"category_scores_gemma":[0.0001217277,0.00008366623,0.000180623,0.0005538275,0.00015416,0.00006902858,0.0001450968,0.0001066669,0.000008001293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005407858,"about_ca_system_score_gemma":0.00005297439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003356805,"about_ca_topic_score_gemma":0.0000374753,"domain_scores_codex":[0.9990909,0.00004688873,0.0001911453,0.0002109052,0.0003264293,0.0001337579],"domain_scores_gemma":[0.9986926,0.00005010791,0.0005454188,0.0004315129,0.0002257216,0.00005468887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006996184,0.0006539469,0.9696075,0.0005304881,0.002198218,0.00001050677,0.0003613811,0.0001339832,0.01638746,0.003396819,0.0003486324,0.005671477],"study_design_scores_gemma":[0.005159397,0.0004537464,0.9788005,0.0003529855,0.00201115,7.083363e-7,0.003462018,0.0003281037,0.008146408,0.0004614298,0.000606133,0.0002173859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991474,0.000104299,0.0006891726,0.001320807,0.00003074635,0.0002265805,0.000019816,0.00004789339,0.00608665],"genre_scores_gemma":[0.9975126,0.00006318871,0.00128266,0.00002120162,0.000004670352,3.349743e-7,0.00001390535,0.000006000272,0.001095449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009193067,"threshold_uncertainty_score":0.341181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00928882268232986,"score_gpt":0.2217734784276923,"score_spread":0.2124846557453625,"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."}}