{"id":"W2725332679","doi":"10.1093/infdis/jix297","title":"Assessment of HIV Screening Tests for Pre-Exposure Prophylaxis Programs","year":2017,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Antibody; Confidence interval; Antigen; Human immunodeficiency virus (HIV); Immunology; Virology; Sida; Viral disease; Lentivirus; Antibody response; Transmission (telecommunications); Internal medicine","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":[0.007296138,0.0007561254,0.0006802587,0.00139298,0.0005088717,0.0007764024,0.0008979462,0.0007912148,0.002035498],"category_scores_gemma":[0.01662591,0.0002351636,0.0004866843,0.0006230866,0.0003041269,0.0008866118,0.0003663427,0.000842489,0.0004303394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005157374,"about_ca_system_score_gemma":0.001049595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001943157,"about_ca_topic_score_gemma":0.002780313,"domain_scores_codex":[0.9945351,0.002738232,0.0004114429,0.0002018478,0.001773695,0.0003397249],"domain_scores_gemma":[0.9927574,0.003301046,0.001356218,0.0002788577,0.001733056,0.0005732872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007554698,0.0007659424,0.9190882,0.0002876356,0.0001097289,0.0006608049,0.0004689524,0.0007538091,0.00196878,0.0003069689,0.001749256,0.07308439],"study_design_scores_gemma":[0.00009986744,0.005994564,0.9684454,0.0003340094,0.0002536611,0.002620992,0.0007075023,0.007219331,0.007074278,0.0005406826,0.006670553,0.0000392731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648061,0.007715607,0.00618759,0.001466393,0.0002172246,0.0009881157,0.0006674767,0.0002476408,0.0177038],"genre_scores_gemma":[0.994366,0.0005304053,0.003867343,0.0002338522,0.00003758028,0.0001228906,0.0001542138,0.00000633358,0.0006813583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007296138,"threshold_uncertainty_score":0.03858608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035847238593602,"score_gpt":0.3906986735744506,"score_spread":0.3603402011885146,"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."}}