{"id":"W2936747970","doi":"10.1097/qad.0000000000002220","title":"Heterogeneity in the costs of medical care among people living with HIV/AIDS in the United States","year":2019,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; AIDS Vancouver","funders":"National Institute on Drug Abuse","keywords":"Medicine; Percentile; Covariate; Quantile regression; Cohort; Health care; Human immunodeficiency virus (HIV); Retrospective cohort study; Demography; Cohort study; Gerontology; Family medicine; Statistics; Surgery; Internal medicine","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":[0.007795592,0.0003335038,0.0006115477,0.001506504,0.0004660299,0.001401771,0.0006226191,0.0004761238,0.001256745],"category_scores_gemma":[0.0260753,0.000258932,0.001296457,0.002143465,0.0005515826,0.0009707439,0.001009463,0.0007093162,0.00005529428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001906035,"about_ca_system_score_gemma":0.0008091122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02491613,"about_ca_topic_score_gemma":0.02458793,"domain_scores_codex":[0.9926979,0.004654516,0.0007227435,0.0006820951,0.0008238183,0.0004189256],"domain_scores_gemma":[0.9869286,0.007617775,0.004323559,0.0005049916,0.0004309086,0.0001941337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001808381,0.00006553453,0.9807661,0.00008962001,0.001372842,0.0001211194,0.0001950943,0.007698295,0.00005887416,0.001097997,0.0005544914,0.007799124],"study_design_scores_gemma":[0.00003279995,0.0001040348,0.9809232,0.0001417192,0.000404849,0.0002965413,0.0005529426,0.01383195,0.00006791597,0.002956618,0.0006619816,0.0000254734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939838,0.001231088,0.001517328,0.0007280342,0.00001453269,0.00005875307,0.001688992,0.000009560847,0.0007680039],"genre_scores_gemma":[0.9987518,0.000190617,0.0003272695,0.0000921325,0.00001046574,0.00002318426,0.0005540868,0.000001819999,0.00004863053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02491613,"threshold_uncertainty_score":0.04954219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466908613958309,"score_gpt":0.3160084876163857,"score_spread":0.3013394014768027,"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."}}