{"id":"W4407285753","doi":"10.1093/jcag/gwae059.181","title":"A181 GEOGRAPHIC IMPACT ON SCREENING AND DEVELOPMENT OF CERVICAL NEOPLASIA IN INFLAMMATORY BOWEL DISEASE","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Inflammatory bowel disease; Medicine; Disease; Cervical carcinoma; Gastroenterology; Internal medicine; Cervical cancer; Cancer","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":[0.0005073937,0.0002639362,0.0002023464,0.001056852,0.0004564987,0.0008432858,0.0005018688,0.0002536892,0.004211464],"category_scores_gemma":[0.002490861,0.0001811877,0.0005573611,0.001835957,0.0003733704,0.0002438628,0.0006185648,0.0003888799,0.0002110132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001618308,"about_ca_system_score_gemma":0.001587298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.250733,"about_ca_topic_score_gemma":0.2390315,"domain_scores_codex":[0.999348,0.0001781102,0.00004600655,0.0001177789,0.0001546536,0.0001555555],"domain_scores_gemma":[0.9980505,0.0002480531,0.0009325774,0.00009614298,0.0003036518,0.0003691869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008108878,0.00001341462,0.9981533,0.00002280475,0.00006709737,0.00005909165,0.000036311,0.0000641618,0.00009014225,0.00002760883,0.0001239045,0.001261085],"study_design_scores_gemma":[0.000003459902,0.00002012221,0.9994042,0.00001083542,0.00003787031,0.00008097975,0.00008228261,0.0001162602,0.00002384249,0.00001661527,0.0002023395,0.000001221532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941854,0.001546256,0.000134529,0.0002305588,0.00001395004,0.0000178885,0.001601149,0.00001369972,0.002256569],"genre_scores_gemma":[0.9991247,0.0001673659,0.00009046193,0.00001957597,0.000008830097,0.000003938953,0.0003421638,0.000001879213,0.0002411334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.250733,"threshold_uncertainty_score":0.4985472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003746780390712676,"score_gpt":0.2171894531889168,"score_spread":0.2134426727982041,"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."}}