{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002223196,0.0007413186,0.003581246,0.0002135511,0.0007096155,0.00007014412,0.0004655703,0.001079684,0.00002314021],"category_scores_gemma":[0.006349943,0.0005969845,0.0008482487,0.0009909455,0.0005938479,0.0001408502,0.0002652073,0.001251967,0.0001341671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121989,"about_ca_system_score_gemma":0.005447512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000850134,"about_ca_topic_score_gemma":0.0007384075,"domain_scores_codex":[0.9915002,0.002982058,0.002404117,0.001730358,0.0001689546,0.00121433],"domain_scores_gemma":[0.9947075,0.002365307,0.001140635,0.001277389,0.0003646498,0.0001445464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001156753,0.0013919,0.003649098,0.005323743,0.0008394337,0.000005020173,0.00001832966,4.740376e-7,2.486623e-7,0.001129258,0.007707729,0.9798191],"study_design_scores_gemma":[0.001473901,0.006221226,0.003140363,0.01171205,0.0001711326,0.0005814472,0.0001772145,7.747182e-7,0.000001001089,0.0001649369,0.9758469,0.0005089982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003531921,0.9806913,0.0003949787,0.004306127,0.002462391,0.009092129,0.002120406,0.0005268076,0.00005270701],"genre_scores_gemma":[0.0006373595,0.9963646,0.0006967839,0.0004372007,0.00006792009,0.001050502,0.0006085662,0.00003957201,0.00009751539],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9793101,"threshold_uncertainty_score":0.9996482,"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."}}