{"id":"W2402266559","doi":"10.1097/mib.0000000000000457","title":"Risk of Lymphoma, Colorectal and Skin Cancer in Patients with IBD Treated with Immunomodulators and Biologics","year":2015,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Internal medicine; Odds ratio; Skin cancer; Colorectal cancer; Thiopurine methyltransferase; Inflammatory bowel disease; Lymphoma; Cancer; Confidence interval; Oncology; Dermatology; Gastroenterology; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0001007513,0.0002866393,0.0002315143,0.00009269475,0.00005716526,0.00002301201,0.0001161555,0.0001260113,0.000006038024],"category_scores_gemma":[0.00007753907,0.0002136961,0.00003792966,0.00008785616,0.0004375239,0.00002262004,0.0001012372,0.00005169601,0.000001074842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004324421,"about_ca_system_score_gemma":0.0002701287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001015054,"about_ca_topic_score_gemma":0.0002863432,"domain_scores_codex":[0.9987262,0.0001346631,0.0002661629,0.0004165832,0.0001890682,0.0002672649],"domain_scores_gemma":[0.9990106,0.00001593572,0.0002137397,0.0002844507,0.0001975568,0.0002777335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005456691,0.0001727143,0.9921523,0.00005319167,0.000150255,0.00005703624,0.00008382044,0.0002645941,0.000256355,0.00001292167,0.00003660479,0.001303467],"study_design_scores_gemma":[0.005113001,0.0004812256,0.9927529,0.00005559288,0.0001118901,0.000002268529,0.0001094722,0.0000588013,0.0008969351,0.00002008855,0.00007927579,0.0003186165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980875,0.0008997343,0.00000307531,0.000003608771,0.00002953088,0.0004567584,0.0004466256,0.00002111495,0.0000520473],"genre_scores_gemma":[0.999538,0.0001240095,0.00004306061,0.00002209026,0.00003380606,0.00007783203,0.0001105764,0.00003462239,0.0000160195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001450479,"threshold_uncertainty_score":0.8714275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003501925981657053,"score_gpt":0.1966729302942489,"score_spread":0.1931710043125918,"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."}}