{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001176726,0.00009079702,0.0002028638,0.0002324951,0.00003267257,0.00002131895,0.000358745,0.00006527605,0.0003646063],"category_scores_gemma":[0.0004540691,0.00004468941,0.00007724049,0.0008487934,0.0001187392,0.000070151,0.00006827941,0.0004271214,0.00002385022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005070191,"about_ca_system_score_gemma":0.00008776757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004722347,"about_ca_topic_score_gemma":0.007352325,"domain_scores_codex":[0.9981054,0.000456466,0.0002295507,0.0001448624,0.0008092928,0.0002543946],"domain_scores_gemma":[0.9988816,0.0005353069,0.00003840869,0.0003729654,0.00009519901,0.0000765274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000352088,0.0001854108,0.9856479,0.0001130574,0.00002892811,0.00002433557,0.01097226,0.00001192065,0.00005183937,0.0003267889,0.001358053,0.001244364],"study_design_scores_gemma":[0.00157353,0.004175774,0.9203461,0.001599672,0.00002941817,0.00003138311,0.06847674,0.002624168,0.000289032,0.00001333555,0.0007482024,0.00009259355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996769,0.0001675612,0.0001015556,0.0007251449,0.00001153719,0.0004334254,0.00001511556,0.000008681995,0.001767989],"genre_scores_gemma":[0.9991611,0.00006947636,0.00004790237,0.0002307,0.00002277817,0.0000427222,0.00009100953,0.00001004412,0.0003243019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06530169,"threshold_uncertainty_score":0.7138808,"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."}}