{"id":"W2322353217","doi":"10.1097/olq.0b013e31821fc7ba","title":"Identification of Sexual Networks Through Molecular Typing of Quinolone-Resistant Neisseria gonorrhoeae in Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children; Public Health Ontario; Public Health Agency of Canada; Toronto Public Health; Mount Sinai Hospital","funders":"","keywords":"Neisseria gonorrhoeae; Typing; Quinolone; Neisseria; Medicine; Gonorrhea; Neisseriaceae; Population; Odds ratio; Virology; Microbiology; Biology; Genetics; Environmental health; Internal medicine; Bacteria; Antibiotics; Human immunodeficiency virus (HIV)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001629649,0.0001797837,0.0003371144,0.0001429391,0.00006133263,0.000005475279,0.0002770542,0.0001340746,0.0005703113],"category_scores_gemma":[0.00009535582,0.0001837838,0.00005128367,0.000366815,0.0002607432,0.0001603843,0.00002788495,0.0002970706,0.000005370898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000165054,"about_ca_system_score_gemma":0.001112093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8974805,"about_ca_topic_score_gemma":0.8831568,"domain_scores_codex":[0.9982991,0.0002461467,0.0006455588,0.0004145947,0.00004469943,0.000349867],"domain_scores_gemma":[0.9989656,0.00008997849,0.0001936492,0.0005188054,0.0002011086,0.00003084179],"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":[0.00120335,0.0007668563,0.09987409,0.0001395318,0.0004121012,0.000008277513,0.001694547,0.0005938846,0.8925022,0.001198626,0.0001349357,0.001471602],"study_design_scores_gemma":[0.0008666727,0.0003084161,0.8886378,0.00003634376,0.0001242166,0.000006857622,0.00087708,0.00001315233,0.1082738,0.0003031574,0.0003331122,0.0002192787],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944699,0.003011406,0.001356623,0.00002553762,0.0002640971,0.0003829056,0.00007494912,0.00002587447,0.0003887027],"genre_scores_gemma":[0.9994571,0.0000224729,0.00003287524,0.00002027203,0.000006704225,0.00003965126,0.0001557912,0.00002020066,0.0002448832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7887638,"threshold_uncertainty_score":0.7494486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835261204119338,"score_gpt":0.2447387323805251,"score_spread":0.2263861203393317,"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."}}