{"id":"W1987871677","doi":"10.1111/j.1468-1293.2005.00266.x","title":"There and back again: the impact of adult HIV prevalence on national life expectancies","year":2005,"lang":"en","type":"letter","venue":"HIV Medicine","topic":"Global Health Care Issues","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; University of British Columbia; Providence Health Care","funders":"","keywords":"Life expectancy; Medicine; Human immunodeficiency virus (HIV); Demography; Gerontology; Environmental health; Developing country; Expectancy theory; Immunology; Population; Economic growth; Psychology","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":[0.001997914,0.0001726334,0.000439569,0.0003738883,0.001098032,0.001047336,0.000455449,0.004641403,0.00376692],"category_scores_gemma":[0.01339251,0.0001419013,0.0002530603,0.0005825237,0.0009413756,0.001545803,0.0004194929,0.003918595,0.001172831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308586,"about_ca_system_score_gemma":0.001052532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008753825,"about_ca_topic_score_gemma":0.02036383,"domain_scores_codex":[0.9979672,0.001233446,0.0001531341,0.0001169088,0.0003639983,0.000165275],"domain_scores_gemma":[0.9912992,0.005875118,0.0007656992,0.0001570871,0.001012378,0.000890475],"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":[0.0004169156,0.0002280982,0.2604629,0.0002853435,0.0001038454,0.007035209,0.002085917,0.0002172599,0.0005980304,0.002812294,0.5989072,0.1268471],"study_design_scores_gemma":[0.0002672316,0.001343737,0.4960687,0.002520933,0.0002190434,0.02914532,0.0171602,0.002016482,0.0006918582,0.02056026,0.4298135,0.0001927406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04545301,0.005178506,0.0001011012,0.9413895,0.001914353,0.000008827258,0.0001397469,0.00001505536,0.005799917],"genre_scores_gemma":[0.2943675,0.01226068,0.0003923112,0.6691608,0.01861336,0.00004374782,0.00011247,0.0000143305,0.005034753],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008753825,"threshold_uncertainty_score":0.01740575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06757125068158437,"score_gpt":0.4372523988992833,"score_spread":0.3696811482176989,"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."}}