{"id":"W3153958826","doi":"10.1097/olq.0000000000001360","title":"Workflow and Throughput of Commercial Assays to Detect Mycoplasma genitalium and Macrolide Resistance–Mediating Mutations","year":2021,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Mycoplasma genitalium; Medicine; Microbiology; Mycoplasma; Mutation; Virology; Genetics; Gene; Biology; Chlamydia trachomatis","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":[0.0001640811,0.0001752645,0.0002992688,0.0001499567,0.0002898124,0.00004182168,0.000095831,0.0001173303,0.0001407723],"category_scores_gemma":[0.0007295209,0.0001775187,0.00005813249,0.000433816,0.0003502527,0.0001348635,0.00005692948,0.000227565,0.00002011194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002454141,"about_ca_system_score_gemma":0.0001956572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005684939,"about_ca_topic_score_gemma":0.0004115185,"domain_scores_codex":[0.9984742,0.0003474718,0.0002799006,0.0004846062,0.00008461229,0.0003292075],"domain_scores_gemma":[0.9985554,0.0007373412,0.00005634443,0.0003088813,0.0002586766,0.0000833954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001096796,0.0007132393,0.1505152,0.000492189,0.001015337,0.000108515,0.004045487,0.0001139759,0.7422261,0.0007886521,0.002117178,0.09676735],"study_design_scores_gemma":[0.004465536,0.0005723904,0.7802842,0.0001782354,0.0006010677,0.0002537235,0.002611138,0.00001642778,0.1944498,0.003497156,0.01224749,0.0008228214],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884268,0.007727879,0.001276866,0.0008598208,0.0002078663,0.0003341897,0.0004770133,0.00006626956,0.0006232925],"genre_scores_gemma":[0.9972399,0.0001530049,0.001441878,0.000111198,0.000048446,0.00006413378,0.0001493047,0.00002380798,0.0007683486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.629769,"threshold_uncertainty_score":0.7239003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334753915292998,"score_gpt":0.2784475353801978,"score_spread":0.2650999962272679,"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."}}