{"id":"W2978657118","doi":"10.1016/s2468-2667(19)30152-5","title":"HIV prevention with post-exposure prophylaxis-in-pocket","year":2019,"lang":"en","type":"letter","venue":"The Lancet Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto General Hospital; University of Toronto","funders":"","keywords":"Pre-exposure prophylaxis; Medicine; Emtricitabine; Population; Psychological intervention; Men who have sex with men; Cohort; Human immunodeficiency virus (HIV); Treatment as prevention; Family medicine; Environmental health; Internal medicine; Viral load; Antiretroviral therapy; Syphilis; Psychiatry","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002136894,0.0003107305,0.0009823625,0.000428847,0.0001347279,0.0001242884,0.0005403489,0.0003856901,0.001119955],"category_scores_gemma":[0.0003220722,0.0001759892,0.0002146363,0.0005707826,0.0001264214,0.0001773348,0.00009367014,0.004018278,0.0006402778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004296605,"about_ca_system_score_gemma":0.002765611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003653542,"about_ca_topic_score_gemma":0.0002625207,"domain_scores_codex":[0.995678,0.0009483933,0.0005607235,0.0005040276,0.0009325015,0.001376372],"domain_scores_gemma":[0.997763,0.000139498,0.0002954473,0.00128715,0.000306872,0.000207989],"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":[0.0001005291,0.0001611695,0.002338897,0.001924269,0.000111818,0.00008827898,0.0002917442,1.932247e-7,0.00000459186,0.0001160924,0.9785912,0.01627123],"study_design_scores_gemma":[0.001967087,0.009681013,0.004445488,0.001196689,0.00001521251,0.0001383941,0.0001085974,0.00003977546,0.000001738517,0.00006221226,0.9821658,0.0001779522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003447602,0.0009484217,0.0002062415,0.9775278,0.00009857699,0.002433783,0.0002160708,0.0001014846,0.01502],"genre_scores_gemma":[0.00952765,0.000366036,0.0002776955,0.7486722,0.005867957,0.0003225714,0.003109907,0.0001082152,0.2317477],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2288556,"threshold_uncertainty_score":0.9997932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06779926546378495,"score_gpt":0.3573089469446089,"score_spread":0.289509681480824,"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."}}