{"id":"W4386499958","doi":"10.1007/978-3-031-33851-9_11","title":"HIV","year":2023,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Human immunodeficiency virus (HIV); Stigma (botany); Pandemic; Antiretroviral therapy; Closing (real estate); Medicine; Antiretroviral treatment; Transmission (telecommunications); Environmental health; Viral load; Family medicine; Disease; Coronavirus disease 2019 (COVID-19); Business; Psychiatry; Infectious disease (medical specialty); Computer science; Pathology; Telecommunications","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004066749,0.0004452145,0.0006615174,0.0007339143,0.0003623707,0.0001123165,0.0002296442,0.000328788,0.005912218],"category_scores_gemma":[0.000316682,0.0004146071,0.0002777966,0.0001483639,0.0002043929,0.0002369323,0.0004168192,0.0005720505,0.005709144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005904412,"about_ca_system_score_gemma":0.001955148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001767921,"about_ca_topic_score_gemma":0.00003200888,"domain_scores_codex":[0.9972021,0.00001815807,0.0006196149,0.0005130749,0.0007288538,0.0009181869],"domain_scores_gemma":[0.9981906,0.00004817028,0.0001360851,0.0004797171,0.0007849539,0.0003604544],"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":[0.0002059087,0.00005044742,0.0001015974,0.002948436,0.0006187581,0.003458064,0.0007167993,4.839305e-7,0.00002313405,0.3355783,0.649284,0.007014098],"study_design_scores_gemma":[0.000428194,0.0005775189,0.0002186644,0.0009748821,0.00006240518,0.00006064703,0.002293407,0.000001895419,0.0004596712,0.01342971,0.981084,0.0004090469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001258522,0.0006998442,0.0000935662,0.002118598,0.00008078097,0.001004426,0.00003845728,0.000409159,0.9954293],"genre_scores_gemma":[0.0001719271,0.0007592389,0.0008454141,0.00009484093,0.0001810867,0.0001754613,0.0009053925,0.0001689592,0.9966977],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3318,"threshold_uncertainty_score":0.9998306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197886205256329,"score_gpt":0.2837253918498751,"score_spread":0.2617465297973118,"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."}}