{"id":"W2808007119","doi":"","title":"Vaginal self-swabs for chlamydia and gonorrhea.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Canadian Patient Safety Institute","funders":"","keywords":"Gonorrhea; Chlamydia; Medicine; Chlamydia trachomatis; Gynecology; Neisseria gonorrhoeae; Vagina; Obstetrics; Urine; Immunology; Microbiology; Internal medicine; Biology; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007730596,0.0003048884,0.0005562993,0.001073739,0.0004155397,0.0005583793,0.0003404615,0.0007159051,0.009779547],"category_scores_gemma":[0.002549823,0.0002039465,0.0003907411,0.0005987969,0.0001764439,0.0003566575,0.0002651049,0.0004435375,0.003945066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002568763,"about_ca_system_score_gemma":0.000585411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006214153,"about_ca_topic_score_gemma":0.009591339,"domain_scores_codex":[0.9993134,0.0001312203,0.00007611165,0.00006649512,0.0003241046,0.00008862868],"domain_scores_gemma":[0.9990287,0.0001321155,0.0002085545,0.00007554991,0.0003883727,0.0001667745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004443937,0.000576586,0.4786937,0.001309286,0.0001444165,0.001541395,0.0004674877,0.00006833495,0.01133806,0.0005921245,0.06375601,0.4410681],"study_design_scores_gemma":[0.0001424141,0.002614801,0.7722164,0.002822734,0.0002389443,0.01388047,0.002252342,0.0004124013,0.02066419,0.0008017112,0.1838713,0.00008229172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6190355,0.1017253,0.01103579,0.0219401,0.005721787,0.00292991,0.03558907,0.00177619,0.2002464],"genre_scores_gemma":[0.8121973,0.05097223,0.02789334,0.0146473,0.001187173,0.0006546106,0.01197003,0.0002436265,0.08023445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009779547,"threshold_uncertainty_score":0.03271586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374473192927819,"score_gpt":0.2672762864223862,"score_spread":0.243531554493108,"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."}}