{"id":"W2027812005","doi":"10.1097/qad.0b013e32835f2b30","title":"Antiretroviral resource allocation for HIV prevention","year":2013,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Emtricitabine; Pre-exposure prophylaxis; Context (archaeology); Medicine; Tenofovir; Serodiscordant; Men who have sex with men; Family medicine; Human immunodeficiency virus (HIV); Viral load; Antiretroviral therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001662545,0.00005561358,0.00009699212,0.00009590535,0.0000618311,0.00002639049,0.0000569311,0.00004337112,0.0008959139],"category_scores_gemma":[0.0002376615,0.00004745674,0.0001369574,0.0001131701,0.00003211891,0.0001516355,0.00001824989,0.0000763859,0.0005784148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003335089,"about_ca_system_score_gemma":0.00003183028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005120039,"about_ca_topic_score_gemma":0.000001877702,"domain_scores_codex":[0.9993591,0.00003168968,0.0001519881,0.0001285539,0.0001448804,0.0001837897],"domain_scores_gemma":[0.9995459,0.00002997034,0.00002832349,0.0001752914,0.0001235523,0.00009690128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006000532,0.0002255718,0.01390578,0.0001218243,0.00006201897,8.481481e-7,0.00009083952,5.60175e-7,0.02731911,0.003045384,0.6946868,0.2604813],"study_design_scores_gemma":[0.007877195,0.04312333,0.07604561,0.0007865017,0.0002402381,0.00004305566,0.001297197,0.02659739,0.04073083,0.006722782,0.7960826,0.000453222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8688619,0.000223586,0.06252665,0.005586501,0.00004448225,0.001854838,0.00001645851,0.0001254317,0.06076021],"genre_scores_gemma":[0.7777427,0.000006614719,0.002685588,0.00009486951,0.0001387316,0.0001759465,0.0001653289,0.00001131057,0.2189789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.260028,"threshold_uncertainty_score":0.9809629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527609605052283,"score_gpt":0.3360978862637515,"score_spread":0.3108217902132286,"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."}}