{"id":"W2407186393","doi":"10.1097/olq.0000000000000444","title":"Comparison of Workflow, Maintenance, and Consumables in the GeneXpert Infinity 80 and Panther Instruments While Testing for Chlamydia trachomatis and Neisseria gonorrhoeae","year":2016,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Chlamydia trachomatis; Neisseria gonorrhoeae; GeneXpert MTB/RIF; Medicine; Gonorrhea; Virology; Consumables; Chlamydia; Microbiology; Immunology; Human immunodeficiency virus (HIV); Tuberculosis; Pathology; Biology","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":[0.01098964,0.0009162172,0.0007864374,0.001593844,0.000657102,0.002504208,0.002064263,0.0008824038,0.004356692],"category_scores_gemma":[0.02252442,0.0008265353,0.0008999907,0.0009991674,0.001206115,0.001747975,0.001400203,0.0008356344,0.002020119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001623996,"about_ca_system_score_gemma":0.002931195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004013269,"about_ca_topic_score_gemma":0.004053331,"domain_scores_codex":[0.9903898,0.002463129,0.0009110893,0.001886355,0.003668515,0.0006810884],"domain_scores_gemma":[0.9861435,0.006502733,0.001517434,0.001472678,0.003647296,0.0007163082],"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":[0.04116599,0.002391619,0.1020001,0.00348603,0.0004721777,0.0007082395,0.002858264,0.008203153,0.2684295,0.003105639,0.01400791,0.5531713],"study_design_scores_gemma":[0.001879263,0.03337749,0.3878083,0.001030455,0.001459442,0.005066352,0.003695668,0.05867017,0.4191793,0.002743688,0.08396204,0.001127855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8600232,0.003811975,0.1114876,0.001234527,0.0004897888,0.002699931,0.004324896,0.007722681,0.008205364],"genre_scores_gemma":[0.6932978,0.001926384,0.285165,0.001036375,0.0001595643,0.003083734,0.007804547,0.001673557,0.005853126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098964,"threshold_uncertainty_score":0.05811942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04361584695689065,"score_gpt":0.3175277393114403,"score_spread":0.2739118923545497,"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."}}