{"id":"W3133471801","doi":"10.1007/s00430-021-00699-1","title":"Evaluation of 5 commercial assays for the detection of Mycoplasma genitalium and other Urogenital Mycoplasmas","year":2021,"lang":"en","type":"article","venue":"Medical Microbiology and Immunology","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta; University of Alberta Hospital","funders":"","keywords":"Mycoplasma genitalium; Mycoplasma; Microbiology; Virology; Urethritis; Ureaplasma urealyticum; Biology; Chlamydia trachomatis; Mycoplasmataceae; Medicine; Mollicutes; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001640729,0.0001462662,0.0003585014,0.0001019525,0.0002527264,0.000006430848,0.0001301337,0.0005814637,0.001006655],"category_scores_gemma":[0.001361601,0.000108172,0.0001055663,0.0001363371,0.001606133,0.00003212798,0.0001795646,0.0003108495,0.00001423103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002401988,"about_ca_system_score_gemma":0.0003354512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001538639,"about_ca_topic_score_gemma":0.0003598999,"domain_scores_codex":[0.9980372,0.0009332139,0.00040476,0.0002831584,0.00005009305,0.0002916125],"domain_scores_gemma":[0.998064,0.001029667,0.0001375689,0.0002217454,0.0005186312,0.0000284281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002352922,0.0001671077,0.001294394,0.000032993,0.0007035016,0.000001008816,0.0001352368,7.519232e-7,0.9428565,0.0009726714,0.0002023618,0.05339819],"study_design_scores_gemma":[0.005716782,0.0006579614,0.004307092,0.00003952569,0.0007104626,0.002317119,0.0005486598,0.0001383769,0.9470729,0.0004946725,0.03779056,0.0002059312],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597945,0.03715283,0.001019043,0.000476203,0.0007987956,0.0003839915,0.0002213928,0.00001258315,0.0001406643],"genre_scores_gemma":[0.9991088,0.0004497184,0.00002600782,0.0001444108,0.00003018243,0.00005921826,0.00008033335,0.00001126433,0.0000900709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05319226,"threshold_uncertainty_score":0.9999065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02801692506074424,"score_gpt":0.2966557276983012,"score_spread":0.2686388026375569,"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."}}