{"id":"W3174033930","doi":"10.1111/apt.16444","title":"Comorbidity before and after a diagnosis of inflammatory bowel disease","year":2021,"lang":"en","type":"article","venue":"Alimentary Pharmacology & Therapeutics","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Comorbidity; Inflammatory bowel disease; Internal medicine; Hazard ratio; Epidemiology; Disease; Incidence (geometry); Proportional hazards model; Diabetes mellitus; Confidence interval","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":[0.0004774077,0.0002545044,0.0003554251,0.0009911277,0.0005977907,0.0006435196,0.00025585,0.0003969035,0.001492267],"category_scores_gemma":[0.002938171,0.0002224874,0.0006561014,0.001197364,0.0002202161,0.0003176153,0.000563254,0.0007634792,0.0001226509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006596033,"about_ca_system_score_gemma":0.000633018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02377067,"about_ca_topic_score_gemma":0.03262065,"domain_scores_codex":[0.9990752,0.0001916771,0.00009711305,0.0001793196,0.0002107286,0.0002460685],"domain_scores_gemma":[0.9972059,0.0002751425,0.001574913,0.0001303947,0.0002007315,0.0006128599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008416836,0.0000135816,0.9990601,0.0000101108,0.00005260545,0.00007328417,0.00002318837,0.00002541716,0.0000433407,0.00001043352,0.00005003531,0.000553818],"study_design_scores_gemma":[0.000002802723,0.00003342711,0.9996363,0.000007381183,0.00001981634,0.0001246265,0.00003179824,0.00004082757,0.00001121183,0.0000071335,0.0000830937,0.000001635055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971896,0.001085091,0.00005746492,0.0001081431,0.00001986046,0.00001044551,0.0007933204,0.000003378564,0.0007327609],"genre_scores_gemma":[0.9987696,0.0002770338,0.00004691775,0.00002911256,0.00002458543,0.000005845647,0.0007084906,0.000001016988,0.0001374481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02377067,"threshold_uncertainty_score":0.04726458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025498651810526,"score_gpt":0.2726320890184636,"score_spread":0.2623771025003583,"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."}}