{"id":"W2030933416","doi":"10.1258/09564620360719741","title":"Gonorrhoea resurgence in Canada","year":2003,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Medicine; Neisseria gonorrhoeae; Gonorrhea; Gonococcal infection; Disease control; Demography; Secular variation; Disease; Environmental health; Sexually transmitted disease; Syphilis; Immunology; Internal medicine; 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":[0.0006443057,0.00006602102,0.0001331536,0.0002741808,0.00002689825,0.00001170835,0.0003002114,0.00003908057,0.001276285],"category_scores_gemma":[0.0009010501,0.00005770014,0.00005163089,0.0001498211,0.00005193026,0.0001607969,0.00002382859,0.0004170191,0.0000606974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006336184,"about_ca_system_score_gemma":0.001462383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1744015,"about_ca_topic_score_gemma":0.1131769,"domain_scores_codex":[0.9990582,0.0001896461,0.0003735239,0.0001065571,0.0001141258,0.0001579717],"domain_scores_gemma":[0.9990118,0.0001803727,0.0001502012,0.0001046334,0.0005328486,0.00002010827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004047949,0.0003503993,0.7971687,0.000004959966,0.0006398154,0.0003494915,0.0002253261,0.000986067,0.1462014,0.007911905,0.008347041,0.03741013],"study_design_scores_gemma":[0.002316569,0.0003470838,0.3958807,0.00009205079,0.00001585671,0.003558433,0.0008299311,0.000003335414,0.1837976,0.001775998,0.4111404,0.0002420538],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988921,0.0009536403,0.0001818462,0.0004293035,0.003316011,0.00004303948,0.000007836412,0.000002500328,0.006144783],"genre_scores_gemma":[0.9988367,0.0001241658,0.0001291001,0.00005944834,0.00005167659,0.000001876349,0.000002190057,0.000005186765,0.0007896823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4027934,"threshold_uncertainty_score":0.9996367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406280422567089,"score_gpt":0.2809536188025588,"score_spread":0.2668908145768879,"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."}}