{"id":"W2326965089","doi":"10.1136/sextrans-2013-051184.0735","title":"P3.279 From the Ground Up: Building National Surveillance of Antimicrobial Resistance in<i>Neisseria Gonorrhoeae</i>in Canada","year":2013,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Medicine; Public health; Neisseria gonorrhoeae; Antibiotic resistance; Penicillin; Environmental health; Erythromycin; Antibiotics; Microbiology; Pathology","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":[0.008075292,0.0005097123,0.0005549687,0.003996909,0.004538072,0.003243575,0.003026154,0.0008444327,0.004182113],"category_scores_gemma":[0.01589735,0.0005762104,0.0009218209,0.003313819,0.001207041,0.001187988,0.003607517,0.001243997,0.001214719],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06257139,"about_ca_system_score_gemma":0.283353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904431,"about_ca_topic_score_gemma":0.9914175,"domain_scores_codex":[0.9935869,0.0008907651,0.0004083098,0.0005941457,0.002977771,0.001542031],"domain_scores_gemma":[0.9636214,0.001596274,0.001548443,0.0008408293,0.02532716,0.007065794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004678571,0.0004555712,0.5079847,0.002870335,0.0002368433,0.0005781701,0.007735184,0.002996258,0.004149536,0.003779171,0.2065279,0.2622186],"study_design_scores_gemma":[0.00006738185,0.0003012734,0.8785135,0.001738855,0.0001048795,0.0001663038,0.006768894,0.003396801,0.001832811,0.000575967,0.1064462,0.00008705327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.511391,0.01117762,0.02836173,0.07090945,0.001646121,0.02275768,0.1431095,0.003494458,0.2071525],"genre_scores_gemma":[0.7986816,0.005863475,0.1095345,0.01392905,0.0002112973,0.004817964,0.0397644,0.000495501,0.02670233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9374286,"threshold_uncertainty_score":0.4539893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213440860828719,"score_gpt":0.2504062556050861,"score_spread":0.2382718469967989,"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."}}