{"id":"W2989670594","doi":"10.1097/olq.0000000000001076","title":"Time Trends in First-Episode Genital Herpes Simplex Virus Infections in an Urban Sexually Transmitted Disease Clinic","year":2019,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Medicine; Sexually transmitted disease; Genital herpes; Herpes Genitalis; Herpes simplex virus; Virology; Disease; Dermatology; Virus; Syphilis; Human immunodeficiency virus (HIV); Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001843187,0.0007087641,0.0009476825,0.001293283,0.0001987254,0.00008729209,0.0002412608,0.0002929798,0.006210409],"category_scores_gemma":[0.00006416043,0.0006783173,0.0004024755,0.001813932,0.0003228379,0.0006777762,0.00002666226,0.0004522385,0.000834713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276735,"about_ca_system_score_gemma":0.0003499677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007879923,"about_ca_topic_score_gemma":0.004595678,"domain_scores_codex":[0.9959823,0.0003117926,0.001043704,0.001155988,0.0005462375,0.0009600053],"domain_scores_gemma":[0.9974458,0.0003180183,0.000121195,0.0009289968,0.0001113948,0.001074652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00197526,0.01657994,0.8812307,0.0002420339,0.0004055457,0.0006527412,0.000975536,0.0003814291,0.0001341786,0.00004638832,0.0005315249,0.09684473],"study_design_scores_gemma":[0.01363475,0.001773726,0.9568164,0.0002071223,0.0008035256,0.00002054578,0.0002147487,0.002923626,0.00003928227,0.0002109659,0.02245959,0.0008957323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943779,0.0007773008,0.00009151782,0.0004398909,0.0002363348,0.001309945,0.0009996131,0.0004766148,0.001290872],"genre_scores_gemma":[0.9937332,0.00008698549,0.00007586557,0.0006310981,0.0001663652,0.0003311233,0.001713098,0.0001468881,0.003115328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.095949,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597711297793763,"score_gpt":0.2962492782518888,"score_spread":0.2802721652739512,"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."}}