{"id":"W3131097557","doi":"10.1097/qai.0000000000002660","title":"HIV Testing by Public Health Centers and Municipalities and New HIV Cases During the COVID-19 Pandemic in Japan","year":2021,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Pandemic; Medicine; Public health; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Human immunodeficiency virus (HIV); Demography; Men who have sex with men; Environmental health; Virology; Internal medicine; Disease; Geography; Infectious disease (medical specialty); Syphilis; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001881054,0.0001809182,0.0005761015,0.0005043767,0.0003747924,0.0001629316,0.0002176129,0.00005815023,0.00009254212],"category_scores_gemma":[0.006700297,0.0001302442,0.0001488462,0.0008258068,0.0003266517,0.0003914089,0.0001818594,0.0002985174,0.000003794283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002814144,"about_ca_system_score_gemma":0.001036899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009953846,"about_ca_topic_score_gemma":0.00009847901,"domain_scores_codex":[0.9973624,0.0004071023,0.0009366649,0.0002279583,0.0004586621,0.0006072118],"domain_scores_gemma":[0.9978198,0.0008082577,0.0003426971,0.0002792451,0.0001704717,0.0005795723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000176998,0.0005062057,0.9321898,0.00117897,0.0002475853,0.001438046,0.01174391,0.00001726053,0.02282536,0.0001662127,0.01407576,0.01543386],"study_design_scores_gemma":[0.01449931,0.008165885,0.6204108,0.00421882,0.0001889569,0.1949826,0.1403431,0.001223324,0.0006498082,0.000408288,0.01415332,0.0007557939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430913,0.04217974,0.00009947635,0.01423467,0.00005463441,0.0001627963,0.00003067725,0.00002593618,0.000120788],"genre_scores_gemma":[0.9880155,0.004114395,0.0002591682,0.0003079494,0.00003290796,0.000004851223,0.0000134339,0.00002322711,0.007228558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.311779,"threshold_uncertainty_score":0.8021366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154471910447033,"score_gpt":0.358237546427207,"score_spread":0.2427903553825037,"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."}}