{"id":"W3004158558","doi":"10.1007/s10461-020-02800-w","title":"Real-World Eligibility for HIV Pre-exposure Prophylaxis Among People Who Inject Drugs","year":2020,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de Santé Publique du Québec; Université de Montréal; Université de Sherbrooke; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"National Institute on Drug Abuse; Faculty of Medicine and Health, University of Sydney; Canadian Institutes of Health Research; National Institutes of Health; Université de Sherbrooke; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Medicine; Pre-exposure prophylaxis; Human immunodeficiency virus (HIV); Context (archaeology); Public health; Health psychology; Environmental health; Family medicine; Men who have sex with men; Disease control; Syphilis; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002295273,0.0001501758,0.0003624778,0.00009452308,0.0001340319,0.00005202346,0.00009830835,0.00007727294,0.0003600183],"category_scores_gemma":[0.0002038591,0.0001182881,0.0002291055,0.0003178255,0.0001061771,0.0001392329,0.0000791116,0.0002479994,0.00001927575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000354374,"about_ca_system_score_gemma":0.00007995979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000702459,"about_ca_topic_score_gemma":0.0005180284,"domain_scores_codex":[0.9986839,0.00005065557,0.0003053434,0.0003922998,0.0002531013,0.0003147103],"domain_scores_gemma":[0.9990692,0.0000575427,0.00005069552,0.0002662143,0.0001630287,0.0003933711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002688669,0.0004407318,0.9189672,0.0004474447,0.00003687423,0.0000105815,0.002043271,9.155504e-8,0.004317481,0.00009105659,0.02232743,0.05104897],"study_design_scores_gemma":[0.001857925,0.01467015,0.9737645,0.0001530394,0.0002374206,0.000004041088,0.0006466269,0.0002284771,0.004646632,0.00003327891,0.003567223,0.0001907327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956514,0.0001073584,0.00021364,0.0008283542,0.00002475857,0.001454454,0.0001693115,0.00007202669,0.001478659],"genre_scores_gemma":[0.9777514,0.00005950641,0.0006369145,0.00007251836,0.0001731619,0.0004206179,0.00009516444,0.00002478893,0.02076597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05479725,"threshold_uncertainty_score":0.4823648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206018358076214,"score_gpt":0.3460390193708375,"score_spread":0.3239788357900754,"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."}}