{"id":"W6901658006","doi":"10.60692/pvp80-wkf76","title":"Multiplexed rapid technologies for sexually transmitted infections: a systematic review","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; McGill University; McGill University Health Centre","funders":"","keywords":"Multiplex; Nucleic Acid Amplification Tests; Sexually transmitted disease; Nucleic acid detection; Multiplex polymerase chain reaction; Diagnostic test","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":[0.01072453,0.001552432,0.008312035,0.01569829,0.0006057895,0.00242739,0.002353741,0.001683339,0.005267074],"category_scores_gemma":[0.04563429,0.001130628,0.006357302,0.01612148,0.0009185462,0.003055255,0.00141376,0.0009003763,0.0004862123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003345199,"about_ca_system_score_gemma":0.01221445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008138562,"about_ca_topic_score_gemma":0.02274724,"domain_scores_codex":[0.9912117,0.002699797,0.003718781,0.0005059449,0.001639487,0.0002242752],"domain_scores_gemma":[0.9493647,0.03650487,0.008531854,0.0006029339,0.004499182,0.0004964149],"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":[0.0001675267,0.00001667323,0.0008246608,0.9409287,0.005044864,0.00009985098,0.0001104596,0.00008244115,0.0001160562,0.0001697473,0.002577064,0.04986198],"study_design_scores_gemma":[0.000328852,0.0002493113,0.004860333,0.9213452,0.04804945,0.0006006907,0.0002697161,0.000120845,0.0002567156,0.0003049867,0.0235617,0.00005231134],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005691241,0.9981456,0.0001550988,0.0002281807,0.00008965699,0.0002906211,0.000322005,0.000009129423,0.0001906847],"genre_scores_gemma":[0.006923209,0.990934,0.0009310795,0.0003246502,0.0000554305,0.000498597,0.0002277632,0.000004940273,0.0001003626],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01569829,"threshold_uncertainty_score":0.0567174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03594848515846371,"score_gpt":0.2609000127044604,"score_spread":0.2249515275459967,"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."}}