{"id":"W3186714299","doi":"10.1136/bmjgh-2021-005670","title":"Multiplexed technologies for sexually transmitted infections: global evidence on patient-centered and clinical health outcomes","year":2021,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; McGill University; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; McGill University Health Centre","keywords":"Chlamydia trachomatis; Medicine; Neisseria gonorrhoeae; Trichomonas vaginalis; Chlamydia; Internal medicine; Reproductive health; Human immunodeficiency virus (HIV); Hepatitis B; Gonorrhea; Gynecology; Obstetrics; Immunology; Population; Environmental health; Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04360559,0.001222003,0.006735792,0.01362358,0.0004676293,0.004889851,0.00195765,0.002666758,0.00746756],"category_scores_gemma":[0.1468369,0.0008371359,0.008341791,0.01364028,0.001784303,0.004377421,0.00232104,0.00203863,0.0004559418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004012044,"about_ca_system_score_gemma":0.006877645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005520279,"about_ca_topic_score_gemma":0.008225095,"domain_scores_codex":[0.9618417,0.01803176,0.01161145,0.002135658,0.005814576,0.0005649356],"domain_scores_gemma":[0.7520065,0.195711,0.03588861,0.002445807,0.01288015,0.001068015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006378553,0.00005162454,0.005069676,0.8234512,0.01546473,0.00006411625,0.0003983424,0.0001552863,0.000105373,0.0009457976,0.002808977,0.150847],"study_design_scores_gemma":[0.0005023109,0.0004882402,0.01672924,0.9239302,0.04080669,0.0002693416,0.0005217211,0.00009583458,0.0001418893,0.001086348,0.01537253,0.00005563088],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001102772,0.9968216,0.000120543,0.000880556,0.0001256523,0.0001058251,0.0003570756,0.000004901779,0.0004810617],"genre_scores_gemma":[0.0424816,0.9529639,0.001474787,0.001884146,0.0002910909,0.0004443333,0.0003646706,0.000008516132,0.00008696235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04360559,"threshold_uncertainty_score":0.2306112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1898652475404553,"score_gpt":0.5415575118570899,"score_spread":0.3516922643166346,"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."}}