{"id":"W2430702837","doi":"10.1097/olq.0000000000000406","title":"Ease, Comfort, and Performance of the HerSwab Vaginal Self-Sampling Device for the Detection of Chlamydia trachomatis and Neisseria gonorrhoeae","year":2016,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Chlamydia trachomatis; Neisseria gonorrhoeae; Medicine; Asymptomatic; Gynecology; Chlamydia; Gonorrhea; Genital tract; Obstetrics; Internal medicine; Virology; Immunology; Microbiology; Physiology; Biology","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":[0.000213111,0.0001353626,0.0001883444,0.00006738368,0.0002991234,0.00001187281,0.0001621888,0.00008001406,0.000029269],"category_scores_gemma":[0.0001360285,0.0000705476,0.00006202002,0.0001702657,0.0004626672,0.0001762169,0.00002645874,0.0001134757,0.000001544059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001703036,"about_ca_system_score_gemma":0.00008507261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007252268,"about_ca_topic_score_gemma":0.00004535741,"domain_scores_codex":[0.9991349,0.0001287981,0.000247882,0.0002481335,0.0000320937,0.0002082101],"domain_scores_gemma":[0.9985471,0.0008775583,0.0001113959,0.0003004676,0.0001379454,0.00002556189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009995654,0.0002932304,0.2028562,0.0004241597,0.0005071225,6.880141e-8,0.0005307351,0.00002463508,0.6114631,0.0001354407,0.00001413584,0.1827515],"study_design_scores_gemma":[0.001349386,0.0003132955,0.9444652,0.00006651364,0.000246892,0.0000261496,0.0002209508,0.00008522419,0.05181134,0.0001068229,0.001199197,0.0001090504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898657,0.006293521,0.002634864,0.0001746506,0.0001568548,0.0006775509,0.0001394277,0.00003400875,0.00002344583],"genre_scores_gemma":[0.9992399,0.0004416361,0.00006684269,0.0000179403,0.00002312167,0.00008775856,0.000005365991,0.00001446438,0.0001030159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.741609,"threshold_uncertainty_score":0.2876848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01519697144509574,"score_gpt":0.2631512953475764,"score_spread":0.2479543239024806,"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."}}