{"id":"W2044740763","doi":"10.1016/j.mpmed.2009.04.002","title":"The global epidemiology of HIV","year":2009,"lang":"en","type":"article","venue":"Medicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Epidemiology; Environmental health; Human immunodeficiency virus (HIV); Global health; Intervention (counseling); Public health; Demography; Gerontology; Virology","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":[0.002171691,0.0004502937,0.0004372125,0.004323341,0.0008558497,0.003466086,0.0004439405,0.001630983,0.007026978],"category_scores_gemma":[0.006853537,0.0002982674,0.0004259211,0.006460005,0.002578095,0.004306706,0.002560056,0.002919618,0.0006653554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001984755,"about_ca_system_score_gemma":0.003807159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150178,"about_ca_topic_score_gemma":0.01779571,"domain_scores_codex":[0.9976228,0.001337183,0.0001303696,0.0002107402,0.000443553,0.0002553682],"domain_scores_gemma":[0.9960692,0.001555247,0.0007823773,0.0003459886,0.0006534047,0.0005937483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001133379,0.0001204548,0.165593,0.002531372,0.0002094819,0.0006144345,0.007974502,0.0009960021,0.000893899,0.2620136,0.225027,0.3339131],"study_design_scores_gemma":[0.00002427291,0.0001411064,0.1731472,0.003688918,0.0001045486,0.001712072,0.01059328,0.0004530695,0.0001967352,0.07367683,0.7362125,0.0000495209],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04426038,0.4895076,0.002954759,0.3470792,0.009043011,0.0001214569,0.00539153,0.0001371714,0.1015049],"genre_scores_gemma":[0.4568985,0.4771468,0.002508256,0.03478053,0.01534333,0.0001693089,0.001739902,0.00004886595,0.01136426],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01150178,"threshold_uncertainty_score":0.02350754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05607239532794963,"score_gpt":0.4323122144360212,"score_spread":0.3762398191080716,"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."}}