{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005303644,0.000154233,0.0003401521,0.0001913882,0.0004796851,0.00008165052,0.0003778744,0.0001672722,0.0004833356],"category_scores_gemma":[0.008958329,0.0001495462,0.00004091284,0.0006331078,0.000362874,0.0004463758,0.0002033206,0.0003874212,0.0002327873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002333466,"about_ca_system_score_gemma":0.0005217337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002639254,"about_ca_topic_score_gemma":0.0008348217,"domain_scores_codex":[0.9973177,0.001003357,0.000551787,0.0005346173,0.00004821951,0.0005443234],"domain_scores_gemma":[0.9970627,0.001662789,0.0002059581,0.000492798,0.0005441768,0.00003153085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001510958,0.001606286,0.1614973,0.0001903997,0.000274109,0.000002696119,0.005432172,0.00001039713,0.5120675,0.002126016,0.001017735,0.3142644],"study_design_scores_gemma":[0.004581321,0.002314423,0.9430601,0.00006704495,0.00001513849,0.00005883248,0.002294935,0.00003003988,0.03154348,0.003379302,0.01208825,0.0005671319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839249,0.00002785611,0.003407288,0.000429315,0.0003744411,0.003732834,0.00007071952,0.00008050205,0.007952089],"genre_scores_gemma":[0.9953573,7.94799e-7,0.0009764191,0.0001717733,0.0001048203,0.002126583,0.00003233609,0.00002076727,0.001209258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7815627,"threshold_uncertainty_score":0.9993896,"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."}}