{"id":"W2604680983","doi":"10.1097/olq.0000000000000602","title":"Retrospective Review of Gonococcal and Chlamydial Cases of Epididymitis at 2 Canadian Sexually Transmitted Infection Clinics, 2004–2014","year":2017,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Epididymitis; Chlamydial infection; Gonococcal infection; Retrospective cohort study; Gynecology; Gonorrhea; Sexually transmitted disease; Internal medicine; Virology; Chlamydia trachomatis; Surgery; Syphilis; Human immunodeficiency virus (HIV)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007123497,0.0003978187,0.0009801475,0.0003901423,0.0008286227,0.00003360294,0.0004090685,0.0003520335,0.001296491],"category_scores_gemma":[0.002111152,0.000385915,0.0002779551,0.0002323695,0.001695482,0.0003821494,0.00007180743,0.0004940723,0.00007732709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149778,"about_ca_system_score_gemma":0.0008888587,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05658461,"about_ca_topic_score_gemma":0.03827519,"domain_scores_codex":[0.9968666,0.0005669977,0.0008951112,0.0008395744,0.0001282967,0.0007033757],"domain_scores_gemma":[0.996963,0.0004101582,0.0004844858,0.001181316,0.0007232222,0.0002378503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001094238,0.001228357,0.908267,0.004702627,0.001564565,0.00006610012,0.0004578572,0.000005183612,0.02804734,0.000685932,0.006091422,0.04778938],"study_design_scores_gemma":[0.00202584,0.001058308,0.977099,0.0009192193,0.0005009849,0.0001946398,0.00004409486,0.000002227708,0.005280277,0.0002316477,0.01223481,0.0004089263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453636,0.04843225,0.00008145118,0.0007235517,0.0006787699,0.001312632,0.002137353,0.00007663461,0.00119369],"genre_scores_gemma":[0.9772882,0.02122403,0.00002702061,0.0001388355,0.0000942047,0.00008609987,0.0003940688,0.00004800862,0.0006995028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06883203,"threshold_uncertainty_score":0.9998593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934417246954324,"score_gpt":0.3107459882822531,"score_spread":0.2914018158127099,"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."}}