{"id":"W2314541364","doi":"10.1136/sextrans-2013-051184.0882","title":"P3.431 Impact of Social Marketing to Promote Awareness of “Early” HIV Testing in Addition to Pooled Nucleic Acid Amplification Testing in Men Who Have Sex with Men in Vancouver, British Columbia","year":2013,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Medicine; Men who have sex with men; Pooling; Human immunodeficiency virus (HIV); Social marketing; Demography; Transmission (telecommunications); Internal medicine; Family medicine; Pathology; Syphilis","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0008208636,0.0001746733,0.0005073557,0.0006722705,0.0001454672,0.00009534063,0.0001273226,0.0001291706,0.0004297892],"category_scores_gemma":[0.00145377,0.0002228973,0.00008139596,0.002420676,0.00007599194,0.000381182,0.00003150699,0.0004374672,0.000007885523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000432565,"about_ca_system_score_gemma":0.0004219509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1610969,"about_ca_topic_score_gemma":0.2125395,"domain_scores_codex":[0.9975723,0.0002939247,0.0008441165,0.0004151124,0.0003600331,0.0005144911],"domain_scores_gemma":[0.9985012,0.0002929677,0.0001699985,0.000209416,0.000625671,0.0002007243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001565045,0.001151583,0.8368528,0.0003311096,0.00009541764,0.00001297666,0.00279729,0.0005385685,0.08323841,9.276635e-7,0.008014937,0.06680947],"study_design_scores_gemma":[0.002204465,0.003488443,0.9709243,0.001996904,0.00003557413,0.00001678512,0.001488218,0.01922369,0.0003476657,0.00004255987,0.0000235858,0.0002078243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872441,0.000007849578,0.002350686,0.0001219191,0.00000907334,0.002119858,0.0001582582,0.00005937025,0.007928859],"genre_scores_gemma":[0.9957498,0.000002079989,0.001748743,0.00001523272,0.00004148653,0.0005461322,0.0000878659,0.00004606067,0.001762611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1340715,"threshold_uncertainty_score":0.908949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609046432721178,"score_gpt":0.2924242025920485,"score_spread":0.2763337382648368,"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."}}