{"id":"W2972987639","doi":"10.1136/sextrans-2019-sti.752","title":"P686 The enhanced surveillance of antimicrobial-resistant gonorrhea (ESAG) in canada","year":2019,"lang":"en","type":"article","venue":"Poster presentations","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Manitoba Health; Alberta Health Services; Public Health Agency of Canada","funders":"","keywords":"Gonorrhea; Cefixime; Medicine; Antibiotic resistance; Epidemiology; Neisseria gonorrhoeae; Azithromycin; Drug resistance; Multilocus sequence typing; Ceftriaxone; Internal medicine; Antibiotics; Microbiology; Family medicine; Biology","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":[0.001316821,0.0004506239,0.0003228847,0.002109553,0.00222858,0.001369982,0.001429445,0.0006049253,0.002263041],"category_scores_gemma":[0.003331314,0.0003508336,0.0005124132,0.003680706,0.0006065241,0.0004590777,0.001456265,0.0007801916,0.0002685159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0425127,"about_ca_system_score_gemma":0.1253168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962436,"about_ca_topic_score_gemma":0.9976937,"domain_scores_codex":[0.9981714,0.0001572761,0.0001010687,0.0001694396,0.0008391689,0.0005616789],"domain_scores_gemma":[0.9919001,0.0002608915,0.0006335207,0.0001235497,0.004596519,0.002485411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004211286,0.0002030172,0.7891388,0.0009472076,0.0001629692,0.0007895771,0.00136869,0.001330971,0.002095659,0.000925649,0.07197495,0.1306414],"study_design_scores_gemma":[0.00005968153,0.0001412859,0.9655616,0.000566305,0.00004684171,0.000263905,0.00111777,0.001972505,0.0005010796,0.0001136824,0.02962215,0.00003319042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.786892,0.01987028,0.003595703,0.03316143,0.001126637,0.002012489,0.08790313,0.0008415927,0.06459669],"genre_scores_gemma":[0.9555629,0.008132239,0.007775905,0.007472176,0.0002215641,0.0001961948,0.01348697,0.00007885833,0.007073081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0425127,"threshold_uncertainty_score":0.3084527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065013658462406,"score_gpt":0.2580593253073928,"score_spread":0.2474091887227687,"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."}}