{"id":"W2734545449","doi":"10.1370/afm.2097","title":"The Effect of Changes in Cervical Cancer Screening Guidelines on Chlamydia Testing","year":2017,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University of Toronto; University Health Network; Sinai Health System; Public Health Ontario; Mount Sinai Hospital","funders":"Department of Family and Community Medicine, University of Toronto; University of Toronto; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Chlamydia; Medicine; Chlamydia trachomatis; Cervical cancer; Guideline; Incidence (geometry); Gynecology; Cancer; Obstetrics; Demography; Internal medicine; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002579179,0.0002088827,0.0003131512,0.0004934361,0.0005602404,0.0009107973,0.0009556599,0.0008056593,0.00172883],"category_scores_gemma":[0.03196446,0.0001942719,0.0008140563,0.001084132,0.0004561724,0.0003954502,0.0005538366,0.0009248111,0.0001273191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01264589,"about_ca_system_score_gemma":0.01647794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.819014,"about_ca_topic_score_gemma":0.8409429,"domain_scores_codex":[0.9967334,0.0007781975,0.0002751937,0.000371805,0.00112847,0.0007129968],"domain_scores_gemma":[0.9827695,0.004194371,0.006936617,0.0004780741,0.003927276,0.001694084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006250477,0.0003436758,0.9737796,0.0001720057,0.0004452821,0.000101856,0.0005778467,0.001641945,0.0003972658,0.0001407583,0.002029589,0.01974501],"study_design_scores_gemma":[0.00001898247,0.0001712271,0.998166,0.00002160329,0.00007318703,0.00001245402,0.0001236743,0.0005275855,0.00009728921,0.00001595404,0.0007673165,0.000004736768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864603,0.001742847,0.000363343,0.00439667,0.0001275658,0.0001011353,0.003481005,0.00002611233,0.003301009],"genre_scores_gemma":[0.9974133,0.0003438331,0.000262618,0.0004636549,0.00004007508,0.00002825341,0.0008342847,0.000003553896,0.0006104351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.819014,"threshold_uncertainty_score":0.3641038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4565048626364821,"score_gpt":0.5127592199489253,"score_spread":0.05625435731244316,"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."}}