{"id":"W2896155531","doi":"10.1136/bmjoq-2018-000461","title":"STI initiative: Improving testing for sexually transmitted infections in women","year":2018,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McMaster University; Regional Municipality of Niagara","funders":"","keywords":"Medicine; Incidence (geometry); Population; Public health; Health care; Intervention (counseling); Medical record; Family medicine; Partner notification; Chlamydia; Environmental health; Syphilis; Nursing; Internal medicine; Human immunodeficiency virus (HIV); Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004587634,0.0005609644,0.0002468459,0.001517567,0.002289677,0.001069736,0.001892166,0.0005926224,0.004047724],"category_scores_gemma":[0.007129748,0.0002732359,0.0005544635,0.001627551,0.0007597889,0.0005663548,0.00195202,0.001144832,0.0004182376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01358882,"about_ca_system_score_gemma":0.09050843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8595902,"about_ca_topic_score_gemma":0.8953201,"domain_scores_codex":[0.9970962,0.0005350274,0.0001003948,0.0001850446,0.001428314,0.000655041],"domain_scores_gemma":[0.9929959,0.0003025326,0.0004622144,0.0001522919,0.001830469,0.004256539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006137806,0.002683293,0.2133573,0.001058293,0.00008672144,0.0002718141,0.003191363,0.000474166,0.002749183,0.0009493596,0.1224994,0.6520652],"study_design_scores_gemma":[0.0003910555,0.001922637,0.9323172,0.0002984268,0.00007467197,0.0001898215,0.001375789,0.0009272676,0.0009964708,0.0001715791,0.06128837,0.00004666387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7632366,0.007424887,0.01031311,0.06482213,0.001490327,0.01693485,0.02684976,0.004493203,0.1044352],"genre_scores_gemma":[0.8654242,0.00507004,0.06838205,0.01606613,0.000501093,0.004044581,0.0142242,0.0001783057,0.02610943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8595902,"threshold_uncertainty_score":0.2824734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1916933062816192,"score_gpt":0.4743559088208814,"score_spread":0.2826626025392621,"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."}}