{"id":"W2921911119","doi":"10.1093/ecco-jcc/jjz058","title":"Risk of Malignant Cancers in Inflammatory Bowel Disease","year":2019,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Inflammatory bowel disease; Disease; Internal medicine; Gastroenterology","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":[0.0003933027,0.000191693,0.0001642384,0.0006427406,0.000364301,0.0005770585,0.0003832792,0.000247313,0.002053509],"category_scores_gemma":[0.001993744,0.000140982,0.0003267163,0.001304779,0.000190277,0.0002167378,0.0002962343,0.0004944394,0.00025996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160221,"about_ca_system_score_gemma":0.001515576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2226444,"about_ca_topic_score_gemma":0.2513629,"domain_scores_codex":[0.9996907,0.00004371866,0.00002635204,0.00006136237,0.00009774951,0.00008028028],"domain_scores_gemma":[0.9988788,0.00008928087,0.0005305027,0.00004419989,0.0002933242,0.0001639193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000205237,0.000005620305,0.9983783,0.0000122175,0.00002385892,0.00002376001,0.00001361573,0.00002270591,0.00003905084,0.000009340676,0.0001718363,0.001279233],"study_design_scores_gemma":[0.000002237681,0.00001102866,0.999294,0.00001206672,0.00001919431,0.0001073429,0.00003084841,0.0001124812,0.00002048286,0.000009318364,0.000379801,0.000001191427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874721,0.003914388,0.0003004936,0.0004585182,0.00002498659,0.00002808321,0.005072758,0.00002749825,0.002701227],"genre_scores_gemma":[0.9972389,0.0006938401,0.0002015054,0.00004511432,0.00001898244,0.000008818087,0.001407135,0.00000272746,0.000382863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2226444,"threshold_uncertainty_score":0.4426969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003442947626913378,"score_gpt":0.2149564001255623,"score_spread":0.2115134524986489,"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."}}