{"id":"W4320916417","doi":"10.1007/978-3-319-74319-6_542","title":"HIV/AIDS","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Human immunodeficiency virus (HIV); Medicine; 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":["insufficient_payload"],"category_scores_codex":[0.0007669328,0.0001181855,0.0001844267,0.0000735874,0.0003337802,0.00007687818,0.0002816874,0.0004700594,0.01295747],"category_scores_gemma":[0.00009935868,0.0001144738,0.0001034527,0.00005543381,0.0001693211,0.00006964017,0.00005548023,0.0002682221,0.01256306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133648,"about_ca_system_score_gemma":0.0005804555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003538219,"about_ca_topic_score_gemma":0.008142536,"domain_scores_codex":[0.9987547,0.00003414867,0.0001664234,0.0002138875,0.0004935808,0.0003373034],"domain_scores_gemma":[0.9993359,0.000107412,0.00005717377,0.0001567897,0.00007407641,0.0002686571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[5.098491e-7,0.000001738005,0.000003788906,0.000006524443,0.000006930306,0.000005177039,0.0008391949,2.991935e-8,6.347298e-9,0.7805243,0.2137166,0.00489525],"study_design_scores_gemma":[0.00002491661,0.00001122082,0.00000351739,0.00001893161,0.000004270329,1.517846e-7,0.0002758726,3.434915e-7,2.535128e-8,0.2328576,0.7666994,0.000103728],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001478707,0.00005751141,0.00001502825,0.007806552,0.0007373092,0.0001565858,0.00004603394,0.000387822,0.9907917],"genre_scores_gemma":[0.0001531838,0.0008729351,0.00008857819,0.001223302,0.0008573147,0.000002232059,0.00003268943,0.00001919246,0.9967506],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5529829,"threshold_uncertainty_score":0.9882058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05395885060485714,"score_gpt":0.3256897384412828,"score_spread":0.2717308878364256,"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."}}