{"id":"W2157138926","doi":"10.1097/qad.0000000000000001","title":"Targeting screening and social marketing to increase detection of acute HIV infection in men who have sex with men in Vancouver, British Columbia","year":2013,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Native Health Society; Simon Fraser University; University of British Columbia; BC Centre for Disease Control","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Men who have sex with men; Social marketing; HIV diagnosis; Psychological intervention; Human immunodeficiency virus (HIV); Internal medicine; Demography; Family medicine; Viral load; Pathology; Syphilis; Antiretroviral therapy; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007617765,0.000273361,0.000212652,0.0004729509,0.001198206,0.0008592677,0.0008085701,0.0003666647,0.001705826],"category_scores_gemma":[0.00254649,0.0002904772,0.0001581307,0.000556017,0.000581347,0.0001966055,0.0007114591,0.0005465681,0.0001120631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008632058,"about_ca_system_score_gemma":0.01856963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9009104,"about_ca_topic_score_gemma":0.9467109,"domain_scores_codex":[0.9990722,0.0002702673,0.00004186506,0.00009526432,0.0002507921,0.0002695221],"domain_scores_gemma":[0.9976915,0.0003486342,0.0003766634,0.00004543738,0.0006799775,0.000857854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003761174,0.001060782,0.8940731,0.0003973428,0.0001199396,0.0003879569,0.002405242,0.0007051565,0.00301428,0.00009408199,0.002371943,0.09499401],"study_design_scores_gemma":[0.00006225559,0.0003503339,0.9951473,0.00008133765,0.00003467224,0.00007310166,0.001928759,0.0006545027,0.0003741885,0.00002031652,0.001263242,0.00001002003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996895,0.0004704251,0.00007883635,0.0004903969,0.000008574397,0.0001496155,0.0001443372,0.00001330186,0.001749543],"genre_scores_gemma":[0.9976667,0.0003575123,0.0004665655,0.0002499683,0.000007822896,0.00006888808,0.00009203003,0.000002517798,0.001087938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09908962,"threshold_uncertainty_score":0.1993463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006334981670607471,"score_gpt":0.2570581403322463,"score_spread":0.2507231586616388,"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."}}