{"id":"W1990200996","doi":"10.1097/qad.0b013e32825a69bd","title":"Cervicovaginal HIV-1 and herpes simplex virus type 2 shedding during genital ulcer disease episodes","year":2007,"lang":"en","type":"article","venue":"AIDS","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Genital ulcer; Herpes simplex virus; Sex organ; Medicine; Virology; Virus; RNA; Herpes Genitalis; Immunology; Polymerase chain reaction; Sexually transmitted disease; Gastroenterology; Human immunodeficiency virus (HIV); Biology; Genital herpes","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002073954,0.0001216227,0.0001779735,0.0001213687,0.0001152278,0.00003672115,0.00006802697,0.00004939372,0.003548744],"category_scores_gemma":[0.00009662072,0.0001039901,0.00005363302,0.0002412524,0.00009225673,0.00009873427,0.0001022352,0.0001637347,0.0001081048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007286356,"about_ca_system_score_gemma":0.00005923818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001100192,"about_ca_topic_score_gemma":0.00003879137,"domain_scores_codex":[0.9988641,0.0000165776,0.000159357,0.0002505098,0.0003109122,0.0003985606],"domain_scores_gemma":[0.9991496,0.00007580479,0.00001635102,0.0001946685,0.0001017963,0.0004618325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003598707,0.0001810549,0.6789325,0.0006030159,0.0001124298,0.0006162107,0.0003384438,0.000003401898,0.005260905,0.0005320974,0.0004445239,0.3093767],"study_design_scores_gemma":[0.001310022,0.0001549758,0.9830308,0.00001753405,0.00006447217,0.00002525588,0.0001169871,0.00006426467,0.004211779,0.0002463134,0.01062456,0.0001330304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987995,0.001496669,0.0001568772,0.0003109101,0.00006765612,0.0001513499,0.00001313251,0.00005913888,0.009749235],"genre_scores_gemma":[0.9975432,0.0001326259,0.000276135,0.0003440051,0.000486111,0.000004611138,0.00001824066,0.00002547952,0.001169575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3092436,"threshold_uncertainty_score":0.9973621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051368140754491,"score_gpt":0.3309122674050042,"score_spread":0.3103985859974593,"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."}}