{"id":"W2053872241","doi":"10.1136/sextrans-2011-050109.16","title":"O1-S03.04 Core groups, antimicrobial resistance and rebound in gonorrhoea","year":2011,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Antibiotic resistance; Neisseria gonorrhoeae; Transmission (telecommunications); Antibiotics; Antimicrobial; Incidence (geometry); Population; Environmental health; Microbiology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004918383,0.0002834444,0.0003410326,0.0005799193,0.0004856228,0.00003590354,0.0001957653,0.0003531175,0.0008154751],"category_scores_gemma":[0.0001681609,0.0002904425,0.0000807465,0.0008727245,0.0007183331,0.0003670947,0.00003731798,0.0009755797,0.0003324717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001068327,"about_ca_system_score_gemma":0.0001568464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001218903,"about_ca_topic_score_gemma":0.004723817,"domain_scores_codex":[0.9978908,0.0002847553,0.0004666242,0.0007084702,0.00004816615,0.0006011666],"domain_scores_gemma":[0.9989595,0.0002029804,0.00008342427,0.0005272806,0.0001750755,0.00005169558],"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":[0.0008686323,0.003767639,0.3179201,0.0002407394,0.0006971473,0.00005237861,0.009769871,0.00001726426,0.6353223,0.01946259,0.004483355,0.007397909],"study_design_scores_gemma":[0.004231601,0.0008726577,0.9050261,0.0001350815,0.0001179418,0.0006167694,0.0008069437,0.000004531194,0.03649648,0.003805065,0.04697271,0.0009141298],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974701,0.000777674,0.001175763,0.0002283148,0.00085225,0.0006447167,0.00005832948,0.0002302746,0.0213317],"genre_scores_gemma":[0.995504,0.0002416005,0.0002781887,0.00009471073,0.00005038178,0.0001025926,0.00007653883,0.00004147239,0.003610507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5988259,"threshold_uncertainty_score":0.9999548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323142417628913,"score_gpt":0.2740487876884498,"score_spread":0.2417345459255585,"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."}}