{"id":"W2319931957","doi":"10.1097/olq.0000000000000121","title":"Surveillance of HIV in the United States and England, Wales, and Northern Ireland","year":2014,"lang":"en","type":"letter","venue":"Sexually Transmitted Diseases","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; New england; Northern ireland; Human immunodeficiency virus (HIV); Family medicine; Optometry; Virology; Demography; Ethnology; Law; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004091457,0.0004563757,0.0006428377,0.006581954,0.000718714,0.003465183,0.001031392,0.0009133536,0.002750346],"category_scores_gemma":[0.006956423,0.000445495,0.0004650652,0.005482602,0.0008428351,0.001699728,0.0021069,0.0008920693,0.0006349728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002211103,"about_ca_system_score_gemma":0.006265204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04974856,"about_ca_topic_score_gemma":0.08155581,"domain_scores_codex":[0.996552,0.001016473,0.001005109,0.0002041164,0.0008132692,0.0004089327],"domain_scores_gemma":[0.9937831,0.001330741,0.001741938,0.0002282032,0.00194114,0.0009749085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001286622,0.00007532196,0.2837697,0.002147181,0.0001390539,0.0006435251,0.002716976,0.0001593727,0.0006108243,0.001025656,0.3685197,0.340064],"study_design_scores_gemma":[0.00002500948,0.0001322171,0.5239977,0.002226974,0.0000388694,0.001192243,0.004100414,0.0002235845,0.000214644,0.0002393234,0.4675525,0.00005666392],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2303797,0.4184926,0.002823416,0.09644701,0.08303903,0.00129564,0.03671497,0.0006240051,0.1301835],"genre_scores_gemma":[0.4780182,0.3506964,0.008757658,0.03154219,0.03855575,0.001547059,0.03755308,0.000276913,0.05305275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04974856,"threshold_uncertainty_score":0.09891802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820673992758965,"score_gpt":0.2689842373105996,"score_spread":0.25077749738301,"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."}}