{"id":"W4404998833","doi":"10.1097/olq.0000000000002075","title":"Multicenter Clinical Performance Evaluation of the NeuMoDx CT/NG Assay 2.0","year":2024,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Medicine; Chlamydia trachomatis; Neisseria gonorrhoeae; Asymptomatic; Clearance; Chlamydia; Food and drug administration; Urine; Roche Diagnostics; Internal medicine; Gynecology; Immunology; Microbiology; Urology; Pharmacology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001651906,0.0001454742,0.0001952714,0.0001176483,0.0001537558,0.00002637837,0.0002749713,0.00007875372,0.0007374273],"category_scores_gemma":[0.0006418553,0.00009593877,0.0002043813,0.0003625799,0.0004621045,0.0001998563,0.00003993302,0.0004554696,0.0003154495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005190568,"about_ca_system_score_gemma":0.0004031866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003415978,"about_ca_topic_score_gemma":0.000008504403,"domain_scores_codex":[0.9973046,0.001363762,0.0004264639,0.000430778,0.0002066929,0.0002676946],"domain_scores_gemma":[0.9985614,0.0005916957,0.00005367658,0.0004425826,0.0003197358,0.00003090553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003517155,0.001806195,0.3012563,0.0003124884,0.001222305,0.000004560482,0.000449582,0.0005980194,0.09315159,0.000382022,0.00366163,0.5968035],"study_design_scores_gemma":[0.001204481,0.0001745117,0.9689149,0.0001333767,0.0005685461,0.00002088636,0.0001199171,0.002635666,0.01638189,0.000162925,0.009519688,0.0001632285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890662,0.007075693,0.0001242532,0.0004588673,0.001571845,0.0006659281,0.00009017671,0.0001017327,0.0008452544],"genre_scores_gemma":[0.9986493,0.0001510385,0.000008874164,0.00004997336,0.00008013395,0.00007681637,0.00005104706,0.00002040429,0.0009123872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6676586,"threshold_uncertainty_score":0.8074312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04540707232126791,"score_gpt":0.3663234962209934,"score_spread":0.3209164238997255,"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."}}