{"id":"W2527707770","doi":"10.1071/ma16058","title":"From zero to zero in 100 years: gonococcal antimicrobial resistance","year":2016,"lang":"en","type":"article","venue":"Microbiology Australia","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Antibiotic resistance; Antibiotics; Antimicrobial; Medicine; Human immunodeficiency virus (HIV); One Health; Global health; Intensive care medicine; Environmental health; Public health; Immunology; Biology; Microbiology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004863158,0.0003180804,0.0004912665,0.0004242442,0.0001017073,0.00002105569,0.0005730144,0.0006484604,0.003180416],"category_scores_gemma":[0.0003006698,0.0002569208,0.0001287931,0.000423379,0.000656531,0.0001605941,0.000221936,0.0005579313,0.01848554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002699497,"about_ca_system_score_gemma":0.00008835477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001079778,"about_ca_topic_score_gemma":0.0005998224,"domain_scores_codex":[0.99685,0.0005390007,0.0005365004,0.001066932,0.00002011521,0.0009875],"domain_scores_gemma":[0.9986417,0.0002927606,0.0001001456,0.0007996829,0.0001058029,0.00005993657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000420725,0.0001892033,0.01544074,0.000005488027,0.0001026399,0.00002236398,0.0001805853,0.000004066557,0.8661059,0.0001542499,0.1164399,0.000934166],"study_design_scores_gemma":[0.001947624,0.0001481907,0.09155221,0.0001194023,0.0000158005,0.00007906611,0.00001654602,1.218961e-8,0.5719989,0.0006116975,0.3331129,0.0003976987],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941524,0.000164467,0.0006132289,0.002116418,0.001485773,0.0005558392,0.0005716094,0.0001022232,0.000238054],"genre_scores_gemma":[0.9640489,0.00002106823,0.0004742213,0.0001657738,0.0001121035,0.00006519959,0.0001579856,0.00003271777,0.03492204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.294107,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03692939962603043,"score_gpt":0.3197644560755346,"score_spread":0.2828350564495042,"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."}}