{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002694218,0.0001844382,0.0001934108,0.001831189,0.002359281,0.0007992404,0.0005047703,0.0001807745,0.001079332],"category_scores_gemma":[0.001096067,0.0002878244,0.0001873482,0.001985671,0.0004888414,0.0002006105,0.0004722457,0.0003066498,0.00008812736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01499499,"about_ca_system_score_gemma":0.01916734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925694,"about_ca_topic_score_gemma":0.9972753,"domain_scores_codex":[0.9995875,0.00002825503,0.00002006593,0.00004859146,0.000166449,0.0001491794],"domain_scores_gemma":[0.9989105,0.00005730732,0.0001796763,0.00002154758,0.0006058695,0.0002250229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008834725,0.00002621341,0.9716357,0.00006583707,0.00003213741,0.00048747,0.003113992,0.0001567855,0.003090659,0.000196378,0.001614592,0.01949188],"study_design_scores_gemma":[0.000002699437,0.00001345851,0.9963936,0.00001862327,0.000008989598,0.000117136,0.001541532,0.0001560368,0.0002280443,0.0000174568,0.001497497,0.000004961555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912714,0.001372011,0.0003902895,0.0004103045,0.00001474893,0.0001015629,0.001559025,0.00001176456,0.004868801],"genre_scores_gemma":[0.9957456,0.001153606,0.0005056707,0.0001101397,0.000007061596,0.00001721645,0.000616579,0.00000485969,0.001839418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01499499,"threshold_uncertainty_score":0.1087968,"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."}}