{"id":"W2996419946","doi":"10.1111/hiv.12824","title":"Updated direct costs of medical care for HIV‐infected patients within a regional population from 2006 to 2017","year":2019,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Hip and Knee Clinic; University of Calgary","funders":"","keywords":"Medicine; Total cost; Population; Health care; Human immunodeficiency virus (HIV); Emergency medicine; Indirect costs; Cost driver; Average cost; Demography; Environmental health; Family 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003269257,0.0001610272,0.0005378044,0.0002890293,0.00005400503,0.000005399415,0.0001785805,0.0001545534,0.002974378],"category_scores_gemma":[0.001650729,0.0001184568,0.0001238196,0.0002938582,0.00008141861,0.00006956113,0.00005292638,0.0002128979,0.000198681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001495132,"about_ca_system_score_gemma":0.0001311768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002276791,"about_ca_topic_score_gemma":0.0005873863,"domain_scores_codex":[0.9974867,0.00008392282,0.0005546036,0.0003322815,0.001263269,0.0002792764],"domain_scores_gemma":[0.9981794,0.0001675421,0.0001493995,0.0003835525,0.0006370601,0.0004830868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009477792,0.0002640792,0.2522357,0.0001707641,0.0001256739,0.000008525566,0.001032188,0.00000399143,0.001370123,0.0001937766,0.7387416,0.004905763],"study_design_scores_gemma":[0.03296896,0.01346481,0.7882028,0.009818853,0.0004074324,0.00001439228,0.00154774,0.007061752,0.001080771,0.0001091615,0.1448639,0.0004593713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812497,0.0003823579,0.0007930393,0.008708509,0.0002847391,0.001869289,0.0006625378,0.00006792949,0.005981835],"genre_scores_gemma":[0.9774559,0.000024281,0.0004131507,0.0005375934,0.0003492997,0.00006257648,0.01409016,0.00002955634,0.007037483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5938777,"threshold_uncertainty_score":0.997937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02246027339262525,"score_gpt":0.3458353334049948,"score_spread":0.3233750600123695,"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."}}