{"id":"W4297021186","doi":"10.1097/olq.0000000000001710","title":"Disseminated Gonococcal Infections in Manitoba, Canada: 2013 to 2020","year":2022,"lang":"en","type":"article","venue":"Sexually Transmitted Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Medicine; Gonococcal infection; Gonorrhea; MEDLINE; Virology; Family medicine; Sexually transmitted disease; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001685418,0.0002118259,0.0002562786,0.0003302061,0.0005280254,0.00001960678,0.0003291676,0.00006232773,0.003600222],"category_scores_gemma":[0.0001815573,0.0002279603,0.00006682742,0.001200469,0.0001006398,0.0001062345,0.0001150782,0.0006486428,0.0001814757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005569916,"about_ca_system_score_gemma":0.0009548013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4432332,"about_ca_topic_score_gemma":0.5851355,"domain_scores_codex":[0.9979299,0.0004903086,0.0003246562,0.0005819981,0.0001028979,0.0005701801],"domain_scores_gemma":[0.9990919,0.0002669166,0.00003793357,0.0004165756,0.0000998744,0.00008684138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001589355,0.008035888,0.5120119,0.0001200782,0.0008349564,0.0003252295,0.001422229,0.009836609,0.1809711,0.0006017367,0.2392226,0.04502833],"study_design_scores_gemma":[0.001295531,0.0005281653,0.7563056,0.00001203059,0.00005580926,0.0001222216,0.002292834,0.0000116132,0.001574375,0.0001006028,0.2372757,0.0004255021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920228,0.002251625,0.00007130162,0.002544013,0.0008481471,0.0008723748,0.000733652,0.0001298925,0.00052616],"genre_scores_gemma":[0.9964687,0.00003032793,0.000006181968,0.0002601976,0.0000301319,0.0008362877,0.0004936481,0.00003077807,0.00184372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2442937,"threshold_uncertainty_score":0.9973106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134412609968305,"score_gpt":0.2528557867199262,"score_spread":0.2415116606202432,"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."}}