{"id":"W2016551972","doi":"10.1097/qad.0b013e3283357e0f","title":"Ensuring sustainable antiretroviral provision during economic crises","year":2010,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Human immunodeficiency virus (HIV); Sida; Business; Medicine; Viral disease; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001942407,0.00008434417,0.0001446442,0.0001931796,0.0001528455,0.00005675615,0.00009464665,0.00004878021,0.001667063],"category_scores_gemma":[0.0002453803,0.00007406677,0.0001245804,0.00006295555,0.0000739746,0.000265798,0.00009293464,0.0003141204,0.0003854685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006579945,"about_ca_system_score_gemma":0.0001004528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004235386,"about_ca_topic_score_gemma":0.00002731029,"domain_scores_codex":[0.9991236,0.00001820095,0.0001687803,0.000186312,0.0001204329,0.000382696],"domain_scores_gemma":[0.999447,0.00002065671,0.00002798083,0.0002664304,0.00007124234,0.0001666141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003684875,0.0004847519,0.39194,0.001184933,0.0001736115,0.0005016997,0.0009904848,0.000004404901,0.4946493,0.01823892,0.03150852,0.0599549],"study_design_scores_gemma":[0.008389431,0.02047501,0.2150303,0.0005646939,0.0001883167,0.000425111,0.005986197,0.003315913,0.5599142,0.001564748,0.1831642,0.0009818508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613529,0.00004605173,0.00002818291,0.0002166828,0.00009535799,0.0002146167,0.0000039436,0.0000682363,0.03797401],"genre_scores_gemma":[0.8794805,0.00001247401,0.0002514936,0.00001487875,0.0002927947,0.00001535875,0.000008660383,0.0000165485,0.1199073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1769097,"threshold_uncertainty_score":0.9992455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164960880013403,"score_gpt":0.3107242438921438,"score_spread":0.2990746350920098,"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."}}