{"id":"W4285366533","doi":"10.2196/33562","title":"Implementing a Health Utility Assessment Platform to Acquire Health Utilities in a Hemodialysis Outpatient Setting: Feasibility Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; University of Cincinnati; National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute; Cincinnati Children's Hospital Medical Center","keywords":"Medicine; Dialysis; Hemodialysis; Kidney transplantation; Kidney disease; Intensive care medicine; Transplantation; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02565688,0.0005770486,0.0005546117,0.0007747237,0.0008623978,0.001200968,0.001085742,0.001121115,0.002127337],"category_scores_gemma":[0.03074152,0.0005774086,0.0009505144,0.0005172471,0.0006585145,0.001788772,0.001971004,0.001806228,0.0004455485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208414,"about_ca_system_score_gemma":0.00441591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532686,"about_ca_topic_score_gemma":0.00380106,"domain_scores_codex":[0.987231,0.00969156,0.0007118087,0.0004177526,0.0009115493,0.001036382],"domain_scores_gemma":[0.9795136,0.01212119,0.001848873,0.001527145,0.002354741,0.002634525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01297787,0.247663,0.5313305,0.0006030505,0.0003609318,0.0009667671,0.01087342,0.004422626,0.003917624,0.001038849,0.002879214,0.1829662],"study_design_scores_gemma":[0.0122873,0.2485328,0.6643731,0.0003860154,0.0003630968,0.0007820694,0.01601911,0.04549302,0.003992639,0.001290959,0.006143827,0.000336041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935229,0.00001494345,0.001933387,0.0001913033,0.000008149686,0.003646199,0.0001156234,0.0000206803,0.0005467781],"genre_scores_gemma":[0.9710921,0.00007047791,0.01927884,0.0003168693,0.00002473859,0.008724907,0.0002494538,0.000009562011,0.0002329888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02565688,"threshold_uncertainty_score":0.1356882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5726088207616287,"score_gpt":0.5926764650741145,"score_spread":0.02006764431248587,"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."}}