{"id":"W2785217737","doi":"10.17269/cjph.108.6254","title":"Pre-exposure prophylaxis for HIV prevention in East and Southern Africa","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Fonds de Recherche du Québec - Santé","keywords":"Pre-exposure prophylaxis; Human immunodeficiency virus (HIV); Psychological intervention; Poverty; Medicine; Compromise; Incidence (geometry); Environmental health; Family medicine; Immunology; Men who have sex with men; Economic growth; Political science; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006389962,0.0002576701,0.0002431596,0.0004201266,0.001096247,0.0006098927,0.0003661062,0.0003805847,0.003324344],"category_scores_gemma":[0.00241818,0.0001987197,0.0002241858,0.0007504546,0.0003457652,0.0004493165,0.0007240108,0.0007479374,0.00008581772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253972,"about_ca_system_score_gemma":0.004395309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07667578,"about_ca_topic_score_gemma":0.1518517,"domain_scores_codex":[0.9993126,0.0002728238,0.00003670358,0.00002604919,0.00005345038,0.0002983629],"domain_scores_gemma":[0.9993466,0.0001175356,0.0001459658,0.00001133886,0.00004534335,0.00033322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007902852,0.001701592,0.8742232,0.0008088323,0.0001590421,0.002325647,0.007551288,0.0002459874,0.001422206,0.001664824,0.002553758,0.1065533],"study_design_scores_gemma":[0.0001542899,0.000759125,0.9832737,0.0007867044,0.000110825,0.0009487724,0.009423488,0.0002121073,0.0002361064,0.0003719789,0.003709042,0.00001382359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905557,0.004664965,0.00007536467,0.001553304,0.00005088518,0.00007389543,0.00008779913,0.000004470682,0.0029336],"genre_scores_gemma":[0.9975056,0.001785864,0.0001112989,0.0001811113,0.00001740478,0.00003163169,0.00002553712,0.000001020012,0.0003405141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07667578,"threshold_uncertainty_score":0.152459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08752660632489065,"score_gpt":0.357923661377897,"score_spread":0.2703970550530064,"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."}}