{"id":"W2515637916","doi":"10.1093/jac/dkw291","title":"Real-time PCR detection of<i>Neisseria gonorrhoeae</i>susceptibility to penicillin","year":2016,"lang":"en","type":"article","venue":"Journal of Antimicrobial Chemotherapy","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Department of Health and Aged Care, Australian Government; Medical Research Council; Children's Health Foundation; Australian Government; Queensland Health","keywords":"Neisseria gonorrhoeae; Penicillin; Microbiology; Neisseriaceae; Biology; Polymerase chain reaction; Neisseria; Virology; Antibiotics; Bacteria; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172697,0.0006177429,0.000458017,0.000580956,0.0001237858,0.0007903331,0.0005489326,0.000688201,0.001615425],"category_scores_gemma":[0.002894529,0.000321756,0.0002874197,0.0002744717,0.0004182421,0.0003695366,0.0003017883,0.0007084534,0.000872923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003729522,"about_ca_system_score_gemma":0.0003079171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004739923,"about_ca_topic_score_gemma":0.0005925581,"domain_scores_codex":[0.9980294,0.0004880483,0.0001406125,0.0005763113,0.0005702019,0.0001953321],"domain_scores_gemma":[0.9984747,0.0005732026,0.0003582925,0.00007621739,0.0004561392,0.00006150302],"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":[0.0003663954,0.0001565013,0.01168175,0.0002060516,0.0000176534,0.0001029535,0.0002044608,0.0005114417,0.9705413,0.0001771598,0.0003033868,0.01573086],"study_design_scores_gemma":[0.00006597931,0.001370513,0.02293583,0.00009293622,0.00006160855,0.001102709,0.0002750754,0.01523026,0.9511775,0.0002017714,0.007436443,0.00004945111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8764812,0.001998,0.1107478,0.0003692161,0.000201997,0.0006206205,0.002113186,0.001257282,0.006210679],"genre_scores_gemma":[0.7939812,0.001451729,0.1943325,0.0005987859,0.0001026418,0.001030127,0.003803813,0.0001123112,0.004586902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001615425,"threshold_uncertainty_score":0.006201863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189092745654513,"score_gpt":0.2740341045395976,"score_spread":0.2621431770830525,"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."}}