{"id":"W4389254057","doi":"10.2139/ssrn.4646746","title":"A Population-Based Time Series and Matched Control Comparative Study of Digestive System Cancer Incidence and Mortality in Persons with and Without Inflammatory Bowel Disease","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Calgary; Institute for Clinical Evaluative Sciences; SickKids Foundation; University Health Network; University of Toronto; Queen's University; University of Manitoba; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Incidence (geometry); Inflammatory bowel disease; Medicine; Disease; Colorectal cancer; Series (stratigraphy); Population; Internal medicine; Cancer; Gastroenterology; Demography; Oncology; Biology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001115662,0.0004739602,0.0008599926,0.001504653,0.0007730309,0.0009763705,0.0006097662,0.001095106,0.002270723],"category_scores_gemma":[0.002257359,0.000580835,0.0008788619,0.00187213,0.000562568,0.0007743775,0.0006263374,0.0008518188,0.0004880615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004794044,"about_ca_system_score_gemma":0.0003347713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01180823,"about_ca_topic_score_gemma":0.006570431,"domain_scores_codex":[0.9990813,0.0003421197,0.00006676547,0.0002816827,0.00009601235,0.0001320857],"domain_scores_gemma":[0.9991749,0.0002566021,0.0001497523,0.0001472497,0.0001138341,0.0001576853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003194892,0.0006437014,0.9916334,0.00002134242,0.0004699175,0.0004297815,0.0003725605,0.00007614979,0.001252492,0.00008302157,0.0002414961,0.001581143],"study_design_scores_gemma":[0.00006564872,0.000477813,0.9983798,0.000002089266,0.0001105721,0.0002368675,0.0003542312,0.0001244424,0.00005873819,0.00002878099,0.0001539264,0.000007197545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990624,0.00008572883,0.0001248922,0.00002161308,0.0000119117,0.00001053412,0.0004454225,0.000003382579,0.0002341353],"genre_scores_gemma":[0.9986159,0.0000762913,0.0001170797,0.00003820752,0.00002143383,0.0000161887,0.0007436654,0.000003447714,0.0003678824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01180823,"threshold_uncertainty_score":0.02347904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008800003720899756,"score_gpt":0.267629908397861,"score_spread":0.2588299046769613,"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."}}