{"id":"W1508101397","doi":"10.1186/1742-4690-2-s1-s130","title":"HIV/AIDS Treatment in Developing Countries: Guyana's Approach","year":2005,"lang":"en","type":"article","venue":"Retrovirology","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health; Health Canada","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Developing country; Virology; Environmental health; Immunology; 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":[0.0002228084,0.0001407201,0.0003456743,0.0003419033,0.00005626442,0.00001207024,0.00009755495,0.0001419577,0.0006600309],"category_scores_gemma":[0.0001112341,0.0001143007,0.0001180022,0.0002352186,0.000120786,0.00007790254,0.00003857392,0.0001892443,0.0005665214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005877728,"about_ca_system_score_gemma":0.0002222943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001174402,"about_ca_topic_score_gemma":0.0001549687,"domain_scores_codex":[0.9986489,0.00009869468,0.0003053766,0.0002952333,0.0001719837,0.0004797988],"domain_scores_gemma":[0.9994389,0.00006291964,0.00003820472,0.0002749444,0.00004773878,0.0001372594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00177555,0.003060459,0.6400031,0.0004567444,0.0007952456,0.0005058702,0.003401001,0.00009504623,0.00480449,0.1034905,0.08999706,0.1516149],"study_design_scores_gemma":[0.004574308,0.006538182,0.03272383,0.00006943694,0.00005247231,0.0002225069,0.0002769632,0.004774012,0.001149405,0.0001462821,0.9492612,0.0002113906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8789911,0.00106562,0.0120499,0.01890025,0.00004397575,0.00077055,0.00002702881,0.0001073744,0.08804417],"genre_scores_gemma":[0.9339226,0.0008193224,0.01422737,0.001176533,0.0003009429,0.0001500551,0.0001148831,0.000028278,0.04926005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8592641,"threshold_uncertainty_score":0.7281676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616259335313518,"score_gpt":0.3241736991159519,"score_spread":0.2980111057628167,"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."}}