{"id":"W2183087019","doi":"10.1071/hc12045","title":"Does a clinical guideline change chlamydia testing? Report from the Waikato Chlamydia Project","year":2012,"lang":"en","type":"article","venue":"Journal of Primary Health Care","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Chlamydia; Guideline; Context (archaeology); Medicine; Partner notification; Azithromycin; Family medicine; Ethnic group; Pharmacy; Reproductive health; Test (biology); Population; Demography; Gynecology; Environmental health; Human immunodeficiency virus (HIV); Geography; Political science; Biology; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005456522,0.0002118248,0.0006815749,0.0001670332,0.000383748,0.00002433677,0.0004211428,0.0002716732,0.0002060999],"category_scores_gemma":[0.004366329,0.000104267,0.0002707604,0.0003590646,0.0002575255,0.0003995066,0.0001739533,0.001812522,0.0001183683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005143275,"about_ca_system_score_gemma":0.002096888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420716,"about_ca_topic_score_gemma":0.0000820678,"domain_scores_codex":[0.9956006,0.001327856,0.001883286,0.0003147684,0.0002021669,0.0006712576],"domain_scores_gemma":[0.9950529,0.001334832,0.001419775,0.0007196111,0.001352689,0.0001201574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003066915,0.0004393711,0.6769099,0.00007263743,0.0003011413,0.0000644403,0.002564498,4.27145e-7,0.002643869,0.000008916747,0.2267654,0.08992269],"study_design_scores_gemma":[0.0006049743,0.0002920303,0.5416605,0.00006356411,0.0000409162,0.001101597,0.000721834,1.497402e-7,0.0002910423,0.00001416003,0.4551109,0.00009822047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.881089,0.08114277,0.0001387646,0.01930977,0.01361092,0.002112605,0.0001577445,0.00008655251,0.002351904],"genre_scores_gemma":[0.9543507,0.003720604,0.007497372,0.01271332,0.01965525,0.0001954123,0.0004421677,0.0001180516,0.001307101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2283455,"threshold_uncertainty_score":0.7874609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341144254018427,"score_gpt":0.4394215458964739,"score_spread":0.3053071204946312,"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."}}