{"id":"W2962188566","doi":"10.1016/j.eclinm.2019.07.001","title":"The potential impact of initiating antiretroviral therapy with integrase inhibitors on HIV transmission risk in British Columbia, Canada","year":2019,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; AIDS Vancouver","funders":"Canadian Institutes of Health Research; Health Canada; Ministry of Health, British Columbia; Michael Smith Health Research BC","keywords":"Viral load; Medicine; Transmission (telecommunications); Men who have sex with men; Integrase; Antiretroviral therapy; Sexual transmission; Demography; Integrase inhibitor; Confidence interval; Christian ministry; Population; Virology; Human immunodeficiency virus (HIV); Internal medicine; Environmental health; Syphilis","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009387778,0.0001217339,0.0004773272,0.00006819686,0.0001087779,0.00003448862,0.0001551131,0.00008422053,0.0009450908],"category_scores_gemma":[0.0008618623,0.00008845925,0.0002268454,0.0003491533,0.0002171683,0.00005894993,0.00001978213,0.0008972724,0.00000843583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001488203,"about_ca_system_score_gemma":0.001019923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8038862,"about_ca_topic_score_gemma":0.6892619,"domain_scores_codex":[0.9977024,0.0002296002,0.0007431796,0.0002749582,0.000669137,0.0003807857],"domain_scores_gemma":[0.9984433,0.0006013686,0.0002032393,0.0003330674,0.000150119,0.0002689159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009193206,0.0003533327,0.8284976,0.00003306102,0.000139474,0.0001686046,0.00004787003,0.00001184782,0.0005313049,9.999e-7,0.02077701,0.1485195],"study_design_scores_gemma":[0.0110824,0.03517619,0.9454737,0.002949538,0.00004644123,0.00005110115,0.0006845131,0.002771598,0.0001583105,0.00003067743,0.001433006,0.0001424875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965713,0.0004345491,0.00005848396,0.0007145841,0.00008731827,0.0006341276,0.00005746093,0.00001427416,0.001427899],"genre_scores_gemma":[0.9953439,0.0009053488,0.00005094988,0.0001388974,0.0001779156,0.00001150004,0.00005250266,0.00002426976,0.003294781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.148377,"threshold_uncertainty_score":0.9999682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113167663918876,"score_gpt":0.3149806926653799,"score_spread":0.3036639262734923,"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."}}