{"id":"W2009606404","doi":"10.1016/j.annepidem.2005.05.001","title":"Sexually Transmitted Disease Thresholds in Manitoba, Canada","year":2005,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Winnipeg Regional Health Authority; BC Centre for Disease Control; University of British Columbia; University of Manitoba","funders":"","keywords":"Demography; Gonorrhea; Chlamydia; Medicine; Population; Logistic regression; Reproductive health; Sexually transmitted disease; Syphilis; Gerontology; Environmental health; Immunology; Human immunodeficiency virus (HIV); Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002218368,0.0001619802,0.0005196685,0.0002128865,0.00006373912,0.000001264963,0.0002817203,0.0001800788,0.0006802317],"category_scores_gemma":[0.003927186,0.0001463173,0.00008933285,0.0002310386,0.0003530146,0.0000976947,0.00004579794,0.0004594662,0.0001184361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006203619,"about_ca_system_score_gemma":0.0005217359,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3312722,"about_ca_topic_score_gemma":0.6228836,"domain_scores_codex":[0.9969507,0.001164483,0.0006958406,0.0004397629,0.00003745986,0.0007117676],"domain_scores_gemma":[0.9972887,0.001805659,0.0001399221,0.000521067,0.000173547,0.00007109566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006359156,0.0005319283,0.8726414,0.0000475067,0.0002336114,0.00002430224,0.00008976415,0.001480156,0.01251201,0.007275746,0.07027564,0.034252],"study_design_scores_gemma":[0.0004543663,0.0001213209,0.8143262,0.00001713989,0.000008614544,0.00002434628,0.00005422458,0.00002011708,0.006104946,0.00183344,0.176879,0.000156279],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679103,0.007991834,0.00008143063,0.02158689,0.0002736655,0.0002667323,0.00005577105,0.00002351209,0.0018099],"genre_scores_gemma":[0.9962059,0.0004961045,0.00007598086,0.002189765,0.00006975765,0.00004118179,0.00008001295,0.00001327321,0.0008280335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2916115,"threshold_uncertainty_score":0.744806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1267259909706266,"score_gpt":0.3712465198785679,"score_spread":0.2445205289079413,"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."}}