{"id":"W4391557822","doi":"10.1016/s0140-6736(23)02569-2","title":"A lateral flow assay for Neisseria gonorrhoeae: a step forward for an inexpensive biomarker-based diagnosis of N gonorrhoeae at the point of care?","year":2024,"lang":"en","type":"letter","venue":"The Lancet","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; McGill University","funders":"","keywords":"Neisseria gonorrhoeae; Medicine; Environmental health; Health care; Intensive care medicine; Biology; Microbiology","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":[0.006023287,0.001180992,0.001697659,0.0007549749,0.001246152,0.00277008,0.002164798,0.04011964,0.007495228],"category_scores_gemma":[0.02331575,0.0006782732,0.001702851,0.0003762964,0.003333129,0.005020097,0.001095721,0.0272821,0.00830602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002935912,"about_ca_system_score_gemma":0.002881576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003610093,"about_ca_topic_score_gemma":0.004980783,"domain_scores_codex":[0.9940358,0.002066118,0.0006885746,0.0004966374,0.00226309,0.0004497304],"domain_scores_gemma":[0.9852584,0.008906339,0.0006947313,0.0004137006,0.003314743,0.001412107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002336197,0.0001901374,0.002493268,0.0002118944,0.00003622608,0.003127209,0.000139989,0.0001205863,0.001806784,0.003490301,0.9342977,0.05385222],"study_design_scores_gemma":[0.0004009056,0.0006342066,0.00342371,0.0006800113,0.00008041109,0.004927459,0.000776925,0.001595518,0.001370188,0.01667837,0.9692948,0.0001373586],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.000583411,0.002913763,0.00100697,0.971917,0.02111804,0.00002797599,0.00007870777,0.0000804498,0.002273763],"genre_scores_gemma":[0.006588091,0.003210384,0.002434295,0.9253753,0.05578196,0.00007325047,0.00007173121,0.00003505568,0.006429966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04011964,"threshold_uncertainty_score":0.03185457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04541913807202867,"score_gpt":0.3279917039767408,"score_spread":0.2825725659047121,"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."}}