{"id":"W2038104538","doi":"10.1016/j.jval.2014.03.1624","title":"Health State Utility Values Of Hiv Infected Patients In Kenya","year":2014,"lang":"en","type":"article","venue":"Value in Health","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Quality of life (healthcare); Asymptomatic; Human immunodeficiency virus (HIV); Depression (economics); Population; Cohort; Internal medicine; Analysis of variance; Post-hoc analysis; Diarrhea; Immunology; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006670639,0.0001065778,0.0002194276,0.0005815721,0.001001419,0.00104762,0.000254509,0.0003385756,0.003074944],"category_scores_gemma":[0.00622144,0.0001671281,0.0002005635,0.001137983,0.0005202147,0.0006652447,0.0006582745,0.0007943537,0.0002115422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001728781,"about_ca_system_score_gemma":0.0008699719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02758516,"about_ca_topic_score_gemma":0.03352845,"domain_scores_codex":[0.9995449,0.0002146855,0.00003936472,0.00002819757,0.0000468349,0.0001259659],"domain_scores_gemma":[0.9979963,0.0008922693,0.0005866018,0.00003952977,0.0001631417,0.0003221091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002284974,0.0001140433,0.9928842,0.0000140652,0.00002164638,0.0002169647,0.001719396,0.0002062385,0.00006601762,0.000640662,0.0002174481,0.003670896],"study_design_scores_gemma":[0.00002582193,0.0003781031,0.9818626,0.00004834636,0.00004681102,0.0006612184,0.0130077,0.002085175,0.0001249099,0.0009925007,0.0007424082,0.00002430322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986535,0.00008004281,0.00001819021,0.000137403,0.000001211917,0.000003265218,0.0001030287,3.559724e-7,0.001002953],"genre_scores_gemma":[0.9998145,0.00004279675,0.00001653596,0.00001042887,7.665197e-7,0.000001730774,0.00003256728,2.229277e-7,0.00008061247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02758516,"threshold_uncertainty_score":0.05484915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05912182703972757,"score_gpt":0.4219660423674894,"score_spread":0.3628442153277618,"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."}}