{"id":"W4416449286","doi":"10.1093/ibd/izaf249","title":"Association of Geography With Screening and Development of Cervical Neoplasia in Those With Inflammatory Bowel Disease","year":2025,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"South Health Campus; Alberta Cancer Foundation; University of Calgary; Alberta Health Services","funders":"Canadian Institutes of Health Research","keywords":"Inflammatory bowel disease; Odds; Human papillomavirus; Odds ratio; Inflammatory Bowel Diseases; Cervical intraepithelial neoplasia; Cervical screening; Disease","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":[0.0002683989,0.000165455,0.0001443496,0.0006340158,0.0004591444,0.0005883665,0.0003389617,0.0002475192,0.001575275],"category_scores_gemma":[0.002477232,0.0001738774,0.0002483127,0.000908539,0.0003463895,0.0002039659,0.0003980576,0.0003952906,0.00009650095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206903,"about_ca_system_score_gemma":0.001004569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2372997,"about_ca_topic_score_gemma":0.2738264,"domain_scores_codex":[0.9997019,0.00005995657,0.00002071921,0.00005512838,0.00008427425,0.00007792073],"domain_scores_gemma":[0.9988801,0.0001385322,0.0004925929,0.0000656277,0.0001663204,0.0002567997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001877016,0.000004830152,0.999558,0.000002662096,0.00001061845,0.00002357359,0.00002806926,0.0000162719,0.00003914691,0.000005477859,0.00002705025,0.0002654334],"study_design_scores_gemma":[0.000001133416,0.00001011503,0.9996994,0.000003707966,0.000008200413,0.00006397452,0.00008240132,0.00005697488,0.00001167316,0.0000061528,0.00005554864,9.088866e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988105,0.0002929824,0.00003857306,0.00007504037,0.000002781236,0.000006683793,0.0002112341,0.000002423343,0.0005599068],"genre_scores_gemma":[0.9996766,0.00008658304,0.00003242696,0.000008722397,0.000002561857,0.000001977054,0.0001151825,7.410332e-7,0.00007514155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2372997,"threshold_uncertainty_score":0.471837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015489890440832,"score_gpt":0.2695161288705847,"score_spread":0.2593612299661764,"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."}}