{"id":"W4210955077","doi":"10.1038/s41572-019-0128-6","title":"Gonorrhoea","year":2019,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":512,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Universitetssjukhuset Örebro; Örebro Universitet","keywords":"Neisseria gonorrhoeae; Medicine; Azithromycin; Urethritis; Antibiotic resistance; Cervicitis; Gonorrhea; Intensive care medicine; Men who have sex with men; Gynecology; Antibiotics; Virology; Internal medicine; Microbiology; Syphilis; Biology; Human immunodeficiency virus (HIV)","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001012343,0.0008469832,0.003278874,0.0005308885,0.0001785938,0.00004456766,0.0009378063,0.001606786,0.002644059],"category_scores_gemma":[0.001594659,0.0005949121,0.002182161,0.0008627958,0.000242971,0.0001530246,0.0002710114,0.004595529,0.05494431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003861076,"about_ca_system_score_gemma":0.001233332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006162824,"about_ca_topic_score_gemma":5.10433e-7,"domain_scores_codex":[0.9950022,0.001812029,0.0009816589,0.001385116,0.00009704748,0.00072202],"domain_scores_gemma":[0.9964715,0.0003828133,0.0006245631,0.002229966,0.0001520321,0.0001391328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001606274,0.0001530785,0.000006926789,0.02791982,0.0005779028,0.000005767947,0.000003926394,6.840845e-8,0.000004937205,0.0003479221,0.03110257,0.939861],"study_design_scores_gemma":[0.0001638196,0.0000302294,0.00001885211,0.008804102,0.002599462,0.00005423601,0.000001277856,2.354943e-8,0.000002992957,0.00001321704,0.987747,0.0005647904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.239135e-7,0.9874706,0.000004940777,0.00004807904,0.002950187,0.004970465,0.0001833085,0.0001242096,0.004247688],"genre_scores_gemma":[0.000001332814,0.9826342,0.00004286825,0.00009273305,0.0002132851,0.0006690412,0.001520767,0.0001143821,0.01471139],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9566444,"threshold_uncertainty_score":0.9996893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08112977939835415,"score_gpt":0.4244362961860483,"score_spread":0.3433065167876942,"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."}}