{"id":"W2041500594","doi":"10.1111/tmi.12032","title":"Financial burden of health care for <scp>HIV</scp>/<scp>AIDS</scp> patients in Vietnam","year":2012,"lang":"en","type":"article","venue":"Tropical Medicine & International Health","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics; University of Alberta","funders":"","keywords":"Medicine; Health care; Ho chi minh; Family medicine; Human immunodeficiency virus (HIV); Developing country; Environmental health; Low income; Socioeconomics; Economic growth","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":[0.0009846361,0.0002340826,0.001074209,0.0004569014,0.0001296701,0.000009318398,0.0003348637,0.0001833276,0.00002515042],"category_scores_gemma":[0.001981517,0.0001953891,0.0001478614,0.0002663083,0.00009248758,0.0001787904,0.00006291836,0.0003319313,0.00006805346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008850868,"about_ca_system_score_gemma":0.000276539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007237266,"about_ca_topic_score_gemma":0.0004182624,"domain_scores_codex":[0.9963096,0.00007408546,0.002145752,0.0004044115,0.0002338237,0.0008323779],"domain_scores_gemma":[0.9978868,0.0002349003,0.001047809,0.0002528474,0.0001966996,0.0003809916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001379024,0.0002924592,0.8505319,0.0009979268,0.00003332885,6.331406e-7,0.01302643,0.00001313553,6.41564e-7,0.09691211,0.01039087,0.02778682],"study_design_scores_gemma":[0.002368758,0.001152397,0.7099736,0.0003220242,0.000001406383,0.000002232324,0.00166598,0.0001147691,0.000002409601,0.001494295,0.2828561,0.00004606756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662179,0.01004203,0.003595901,0.008680746,0.005016918,0.001533134,0.0006940477,0.00003879478,0.004180499],"genre_scores_gemma":[0.9935406,0.0005930838,0.0007541005,0.002038996,0.002045814,0.00009810091,0.0002808083,0.00003530042,0.000613214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2724652,"threshold_uncertainty_score":0.9993736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03315935330720884,"score_gpt":0.3048428302819415,"score_spread":0.2716834769747326,"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."}}