{"id":"W2139734522","doi":"10.1136/sti.2007.027631","title":"In search of optimal genital herpes management and standard of care (INSIGHTS): doctors' and patients' perceptions of genital herpes","year":2007,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"GlaxoSmithKline","keywords":"Medicine; Asymptomatic; Transmission (telecommunications); Genital herpes; Herpes Genitalis; Sex organ; Distress; Disease; Seriousness; Family medicine; Pediatrics; Internal medicine; Herpes simplex virus; Immunology; Clinical psychology; Virus","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":[],"consensus_categories":[],"category_scores_codex":[0.0001293416,0.0001897872,0.0004085013,0.0006107891,0.0001064188,0.000008415715,0.00003768078,0.0001247895,0.0001020139],"category_scores_gemma":[0.0000113193,0.0001723228,0.00009257565,0.0005337877,0.0002869404,0.0001603439,0.00002892834,0.0001345066,0.00000147726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007500462,"about_ca_system_score_gemma":0.00006092863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004532772,"about_ca_topic_score_gemma":0.000962562,"domain_scores_codex":[0.9986347,0.00005013752,0.0005459333,0.0002587664,0.0002771151,0.0002333541],"domain_scores_gemma":[0.9992294,0.00008727905,0.00007226132,0.0001917179,0.000294592,0.0001247778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001030969,0.005376284,0.7616516,0.001666241,0.001355987,0.00005006756,0.02541365,0.0001384928,0.00194362,0.001447966,0.0000263044,0.1998989],"study_design_scores_gemma":[0.006969518,0.004261331,0.9695182,0.0001865884,0.0005855638,0.00002824478,0.01042922,0.00003193075,0.00527947,0.00005971022,0.002419046,0.0002311337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941837,0.0004545502,0.001875439,0.00001946822,0.00008535702,0.0006880952,0.0001562082,0.00002624705,0.002510941],"genre_scores_gemma":[0.9975724,0.000263827,0.00193829,0.00001166669,0.00002094274,0.00002041279,0.0000464799,0.00002262438,0.0001033907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2078667,"threshold_uncertainty_score":0.7027121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006821940813661712,"score_gpt":0.272352752258126,"score_spread":0.2655308114444643,"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."}}