{"id":"W2023993455","doi":"10.1002/ibd.21567","title":"Screening for cervical and breast cancer among women with inflammatory bowel disease","year":2010,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Inflammatory bowel disease; Cervical cancer; Logistic regression; Disease; Breast cancer; Internal medicine; Cancer; Papanicolaou stain; Health care; Cancer screening","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003382213,0.0001548022,0.0001644481,0.0009023022,0.0003194149,0.000364163,0.0002708913,0.000360661,0.001983762],"category_scores_gemma":[0.002755509,0.0001895617,0.0002183528,0.001066956,0.0002014201,0.000232188,0.0002882957,0.0003241283,0.0001487451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006644283,"about_ca_system_score_gemma":0.0006510966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05018625,"about_ca_topic_score_gemma":0.06144952,"domain_scores_codex":[0.9997247,0.00005982667,0.00001920183,0.00004218748,0.00008630969,0.00006778481],"domain_scores_gemma":[0.999316,0.0001341973,0.0003080335,0.00002511962,0.00009801256,0.0001186033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002007304,0.00001036375,0.9988561,0.000008361037,0.00001235917,0.00003948045,0.00001988091,0.00001129208,0.00002623362,0.000004082826,0.00006924338,0.0009224385],"study_design_scores_gemma":[0.000002693621,0.00001843217,0.9994977,0.0000124605,0.00001572398,0.0001807083,0.00006393441,0.00004706138,0.00001480941,0.00000720924,0.0001384668,8.11976e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967672,0.001122146,0.00002354236,0.0002110771,0.000006773194,0.00001070821,0.0005846392,0.000002856383,0.00127112],"genre_scores_gemma":[0.9989058,0.0004952459,0.0000499992,0.00005122509,0.000009451447,0.000007468379,0.0002987242,6.937181e-7,0.0001814022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05018625,"threshold_uncertainty_score":0.09978825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004957239992426154,"score_gpt":0.2237794531906565,"score_spread":0.2188222131982303,"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."}}