{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001063226,0.0005460227,0.0005812861,0.0004230157,0.0004882407,0.001737367,0.0008667021,0.001305946,0.01781039],"category_scores_gemma":[0.003286272,0.0003439537,0.0008468847,0.0004535593,0.0007583097,0.001146516,0.001131413,0.0008526243,0.001107799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002380365,"about_ca_system_score_gemma":0.002668472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02656668,"about_ca_topic_score_gemma":0.01585545,"domain_scores_codex":[0.9995049,0.0002245296,0.00001458392,0.00007838599,0.00007872873,0.00009882625],"domain_scores_gemma":[0.9984227,0.0007506956,0.0003549099,0.0000711886,0.0001526358,0.0002479375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00233278,0.001236406,0.1170355,0.002157067,0.0005847582,0.001056834,0.0008653072,0.5586082,0.01478141,0.116895,0.04720706,0.1372397],"study_design_scores_gemma":[0.0003884738,0.001791364,0.07318812,0.0007241081,0.0003076344,0.0007577277,0.00117422,0.7115775,0.00453426,0.17313,0.03227407,0.0001526079],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8221049,0.01022309,0.06892508,0.01351596,0.00072597,0.0004140651,0.004411804,0.0008809931,0.07879815],"genre_scores_gemma":[0.9857431,0.001870561,0.003506656,0.000516681,0.00005811154,0.00008762012,0.0006486354,0.00005453745,0.007513999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02656668,"threshold_uncertainty_score":0.05958176,"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."}}