{"id":"W4413112054","doi":"10.1128/spectrum.01553-25","title":"Analysis of <i>Neisseria gonorrhoeae</i> and <i>Mycoplasma genitalium</i> from nucleic acid amplification test specimens, Nunavut region of Inuit Nunangat, Canada, 2020–2023","year":2025,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Nunavut; University of Alberta; Public Health Agency of Canada","funders":"","keywords":"Mycoplasma genitalium; Neisseria gonorrhoeae; Nucleic Acid Amplification Tests; Genetics; Biology; Chlamydia trachomatis; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004701952,0.0003615473,0.0002062267,0.001234038,0.001900943,0.0009425383,0.0005427902,0.0002442892,0.000700406],"category_scores_gemma":[0.0008079385,0.0002799952,0.000311586,0.001794333,0.0006298462,0.0001672984,0.0005355122,0.0003037277,0.0001937945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005923273,"about_ca_system_score_gemma":0.007334823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9311515,"about_ca_topic_score_gemma":0.9626982,"domain_scores_codex":[0.9994316,0.00003621199,0.00003978364,0.0001160936,0.0002321966,0.0001441581],"domain_scores_gemma":[0.9987783,0.00006717941,0.0001740024,0.00003443747,0.0007524178,0.0001937464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008988846,0.00001767364,0.9793259,0.00006785137,0.00003750805,0.000329705,0.001492152,0.000178959,0.01144866,0.00005578747,0.0003924287,0.006563565],"study_design_scores_gemma":[0.000002187459,0.00003600546,0.9932994,0.00003592633,0.00001802777,0.0003344851,0.002264187,0.0003459533,0.002130521,0.000009790001,0.001516001,0.000007458715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934981,0.0006894572,0.0004566217,0.00007091811,0.00001096194,0.00007168436,0.002989026,0.00002126513,0.00219202],"genre_scores_gemma":[0.9953537,0.000339704,0.001307195,0.00009402219,0.000004202834,0.00002128251,0.001985879,0.00001068463,0.0008833937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06884849,"threshold_uncertainty_score":0.1385078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006256898116286301,"score_gpt":0.2239819764560516,"score_spread":0.2177250783397653,"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."}}