{"id":"W2029856597","doi":"10.1136/sti.76.4.233","title":"The future of chlamydia screening","year":2000,"lang":"en","type":"editorial","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital","funders":"","keywords":"Medicine; Receiver operating characteristic; Asymptomatic; Quartile; Internal medicine; Arterial stiffness; Pulse wave velocity; Ankle; Hemodialysis; Cardiology; Duplex ultrasonography; Diabetes mellitus; Area under the curve; Cohort; Peripheral; Outpatient clinic; Surgery; Vascular disease; Blood pressure; Confidence interval; Endocrinology","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0009025367,0.0004897097,0.0006124295,0.0004757086,0.001408761,0.00007437875,0.0006731319,0.001944405,0.001429413],"category_scores_gemma":[0.0005180397,0.0003714765,0.0003863816,0.000958123,0.0009374261,0.000177371,0.00005128326,0.004202758,0.000533318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009047404,"about_ca_system_score_gemma":0.0008105288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004780159,"about_ca_topic_score_gemma":0.0005918114,"domain_scores_codex":[0.9967434,0.000730829,0.0007913759,0.0007382524,0.0002630121,0.0007331188],"domain_scores_gemma":[0.9947416,0.002944498,0.0002710382,0.00118256,0.0008160206,0.00004429667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001820582,0.0004159351,0.0001514048,0.0000663735,0.001327834,0.000002190641,0.0002240919,0.00005637165,0.003949135,0.0002313417,0.9122487,0.08114456],"study_design_scores_gemma":[0.0008184698,0.0004313517,0.001012993,0.00005888185,0.0001886443,0.0000288197,0.0001494987,8.585434e-7,0.001376451,0.0001841492,0.9954098,0.0003400484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.003312673,0.01462372,0.0008275301,0.0004591608,0.9667208,0.001018845,0.0006991486,0.0003508356,0.01198732],"genre_scores_gemma":[0.01267632,0.01786399,0.0001105462,0.00002864026,0.9135959,0.0006540715,0.003326441,0.0002958844,0.05144822],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08316113,"threshold_uncertainty_score":0.9998913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008389747790837919,"score_gpt":0.279245995722246,"score_spread":0.2708562479314081,"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."}}