{"id":"W4361302748","doi":"10.1136/sextrans-2022-055557","title":"Self-sampling strategies (with/without digital innovations) in populations at risk of<i>Chlamydia trachomatis</i>and<i>Neisseria gonorrhoeae</i>: a systematic review and meta-analyses","year":2023,"lang":"en","type":"review","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University; Centre for Advancing Health Outcomes; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Chlamydia trachomatis; Medicine; Neisseria gonorrhoeae; Sampling (signal processing); Observational study; Gonorrhea; Meta-analysis; Chlamydia; Gynecology; Internal medicine; Family medicine; Immunology; Biology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01650423,0.002015943,0.01246703,0.004693951,0.0005088829,0.003244426,0.001781621,0.002331008,0.002211821],"category_scores_gemma":[0.04820319,0.001293359,0.03281407,0.005498124,0.0009406916,0.001834456,0.00135159,0.001816662,0.0001647874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003310547,"about_ca_system_score_gemma":0.004262396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008487,"about_ca_topic_score_gemma":0.01509684,"domain_scores_codex":[0.9850979,0.007921358,0.003858176,0.001190732,0.001558473,0.0003734617],"domain_scores_gemma":[0.961482,0.02970921,0.006113853,0.0007398958,0.001626195,0.0003288802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005892566,0.0001417631,0.007565815,0.4938048,0.4466067,0.00008198325,0.0002038763,0.0006827381,0.0002125139,0.0001586355,0.000472056,0.04417647],"study_design_scores_gemma":[0.00242571,0.001399842,0.009097219,0.07299708,0.9109961,0.0001265774,0.0001413133,0.0003113953,0.0003406725,0.0002125118,0.001912408,0.00003911805],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01158611,0.9868689,0.0003052057,0.0001804755,0.00012872,0.000383323,0.0002507768,0.00001592124,0.0002806666],"genre_scores_gemma":[0.2448128,0.7496777,0.002540383,0.0008138444,0.0002339437,0.001244001,0.0004518688,0.00002095819,0.0002044738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01650423,"threshold_uncertainty_score":0.08728373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381532929358753,"score_gpt":0.4061727731434258,"score_spread":0.2680194802075504,"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."}}