{"id":"W1535516720","doi":"10.17269/rcsp.106.4792","title":"Demographic and behavioural characteristics predict bacterial STI reinfection and coinfection among a cross-sectional sample of laboratory-confirmed gonorrhea cases in a local health region from Saskatchewan, Canada","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Regina Qu'Appelle Health Region; University of Saskatchewan","funders":"Canadian Institutes of Health Research; University of Saskatchewan","keywords":"Gonorrhea; Coinfection; Logistic regression; Chlamydia; Medicine; Demography; Cross-sectional study; Family medicine; Environmental health; Internal medicine; Immunology; Human immunodeficiency virus (HIV); Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005831795,0.0005343859,0.00056527,0.001210777,0.002408331,0.001483549,0.002028771,0.0008889862,0.002119573],"category_scores_gemma":[0.00201726,0.0009240403,0.0007707734,0.002798732,0.001201812,0.00055878,0.001175904,0.001143587,0.000510544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009200159,"about_ca_system_score_gemma":0.01089208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9594097,"about_ca_topic_score_gemma":0.9745088,"domain_scores_codex":[0.9990392,0.0001584312,0.00009304114,0.0001524646,0.0002435364,0.0003134299],"domain_scores_gemma":[0.9978786,0.0002626949,0.000355815,0.0001020401,0.000737887,0.0006629915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002513258,0.00003632435,0.9988995,0.000005606788,0.00003424461,0.00004541756,0.0002908547,0.00003282139,0.0001382441,0.000011506,0.0001431376,0.0003371457],"study_design_scores_gemma":[0.00000378603,0.0000197619,0.9978254,0.000009427585,0.00001566707,0.00005981509,0.001808944,0.000135333,0.00002533972,0.000006494084,0.00008497921,0.000005016727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986896,0.0001020102,0.00003409334,0.00006478534,0.000005822468,0.00001758446,0.00067311,0.000002879064,0.0004101679],"genre_scores_gemma":[0.9989078,0.0001398483,0.00006035877,0.00006416292,0.000003322308,0.00001077188,0.000467251,0.000003161853,0.0003433339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04059035,"threshold_uncertainty_score":0.08165872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05889932889276545,"score_gpt":0.2927973848729893,"score_spread":0.2338980559802239,"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."}}