{"id":"W3092826228","doi":"10.1101/2020.10.16.20213959","title":"HIV testing by public health centers and municipalities, and new HIV cases during the COVID-19 pandemic in Japan","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"JST-Mirai Program; Japan Society for the Promotion of Science; Japan Agency for Medical Research and Development","keywords":"Pandemic; Public health; Medicine; Quarter (Canadian coin); Demography; Coronavirus disease 2019 (COVID-19); Human immunodeficiency virus (HIV); Men who have sex with men; Environmental health; Epidemiology; Family medicine; Geography; Internal medicine; Infectious disease (medical specialty); Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001056667,0.000358497,0.0003662676,0.001754038,0.000685106,0.001209076,0.0006119544,0.0004627626,0.0007320257],"category_scores_gemma":[0.002647805,0.0004594285,0.0006386915,0.002076865,0.000628692,0.0009271209,0.001126336,0.0006674808,0.00007078364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001757526,"about_ca_system_score_gemma":0.001254375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1422445,"about_ca_topic_score_gemma":0.1282404,"domain_scores_codex":[0.9990336,0.0001950309,0.0001392441,0.000234555,0.0001311943,0.000266352],"domain_scores_gemma":[0.9976649,0.0002221293,0.001197083,0.0001146828,0.0003520263,0.0004491913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002173951,0.00001260863,0.9989065,0.00001154438,0.00002705857,0.00007573919,0.0001750238,0.00006238763,0.0000483457,0.000009163154,0.0001124456,0.0005374728],"study_design_scores_gemma":[0.000002227646,0.00001263383,0.9983271,0.0000102137,0.0000230422,0.0000880618,0.001057537,0.0003185738,0.00002475486,0.00001132418,0.0001194962,0.000005075621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989476,0.0002794245,0.00004102969,0.00009278911,0.000008826224,0.000007437673,0.0004470175,0.000002427797,0.0001735676],"genre_scores_gemma":[0.9992011,0.000133678,0.00005057883,0.00003719834,0.00001306384,0.000006930162,0.0004993156,0.000001372843,0.00005664798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1422445,"threshold_uncertainty_score":0.2828331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.229828706343191,"score_gpt":0.3927009907581744,"score_spread":0.1628722844149834,"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."}}