{"id":"W1879994536","doi":"10.1136/sextrans-2014-051702","title":"Interpretation of laboratory detection trends for<i>Chlamydia trachomatis</i>and<i>Neisseria gonorrhoeae:</i>Manitoba, Canada, 2000–2012","year":2015,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Manitoba","funders":"","keywords":"Chlamydia trachomatis; Neisseria gonorrhoeae; Medicine; Logistic regression; Chlamydia; Gonorrhea; Population; Demography; Odds ratio; Odds; Chlamydiales; Internal medicine; Statistics; Gynecology; Immunology; Biology; Environmental health; Mathematics; Microbiology","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"],"consensus_categories":[],"category_scores_codex":[0.0005365688,0.0002587612,0.000352996,0.000498867,0.0003015664,0.00002813288,0.0001366597,0.0002681847,0.0001272995],"category_scores_gemma":[0.0003062363,0.0002680878,0.0000829604,0.0008471421,0.0002368683,0.0004973508,0.00001857535,0.000465712,0.000023279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003451954,"about_ca_system_score_gemma":0.001042915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09076328,"about_ca_topic_score_gemma":0.5477817,"domain_scores_codex":[0.998227,0.0003362573,0.0005238603,0.0004521928,0.00005939006,0.0004012987],"domain_scores_gemma":[0.9983222,0.000335246,0.0001673827,0.0003410481,0.0007431014,0.00009097612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007796364,0.00114013,0.02533745,0.0002012464,0.001107837,0.000001466064,0.00356756,0.001216037,0.7356808,0.0005862641,0.005971968,0.2244096],"study_design_scores_gemma":[0.01027995,0.003940684,0.4183677,0.0001259414,0.000855786,0.0006310441,0.004557231,0.001250132,0.3658834,0.001193927,0.1911418,0.001772397],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960157,0.001468594,0.03360462,0.0001929111,0.001973191,0.0005993028,0.0003104206,0.0001650031,0.00152895],"genre_scores_gemma":[0.9982497,0.00003097211,0.0001464727,0.00004208468,0.00008136401,0.0002697255,0.0001632194,0.00004047995,0.0009760039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4570184,"threshold_uncertainty_score":0.9999771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502151044936469,"score_gpt":0.2581627835070867,"score_spread":0.243141273057722,"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."}}