{"id":"W4393236326","doi":"10.1093/ibd/izae055","title":"Crohn’s Disease Phenotypes and Associations With Comorbidities, Surgery Risk, Medications and Nonmedication Approaches: The MAGIC in IMAGINE Study","year":2024,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Université de Montréal; University of British Columbia; Memorial University of Newfoundland; University of Toronto; Dalhousie University; McGill University; University of Ottawa; Manitoba Health; Queen's University; University of Alberta; University of Calgary; University of Manitoba","funders":"Canadian Institutes of Health Research; Alberta Innovates; Crohn's and Colitis Canada; Dalhousie University; Institut de Cardiologie de Montréal; Queen's University; McMaster University; Research Manitoba; Allergan; University of Alberta; Takeda Pharmaceutical Company","keywords":"Medicine; Crohn's disease; Disease; MAGIC (telescope); Cohort; Presentation (obstetrics); General surgery; Internal medicine; Surgery","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":[0.000718076,0.0004532162,0.0004602179,0.0007425107,0.001332444,0.0009884005,0.0007399773,0.0004470126,0.002205644],"category_scores_gemma":[0.001563103,0.0004063,0.0005176244,0.001372424,0.0006510185,0.0005826784,0.001368126,0.0006585252,0.0003808071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306621,"about_ca_system_score_gemma":0.001372348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1617942,"about_ca_topic_score_gemma":0.2592835,"domain_scores_codex":[0.999567,0.00005621721,0.00003620346,0.0000903035,0.0001249183,0.0001254228],"domain_scores_gemma":[0.9986394,0.00009712356,0.0004859734,0.0001386547,0.0002081895,0.000430633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002723899,0.00004159794,0.998097,0.000009028079,0.00003077327,0.00007051049,0.0001579502,0.00001400768,0.0001247478,0.00003722054,0.0003762378,0.00076853],"study_design_scores_gemma":[0.0000293269,0.00005321214,0.9988494,0.000008494065,0.00002158738,0.0002136912,0.0002536763,0.00004246255,0.0000135316,0.00001824812,0.0004920117,0.000004457854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973733,0.0001011517,0.00004500931,0.0000760184,0.000004316081,0.00002632355,0.001429019,0.000003747402,0.0009410862],"genre_scores_gemma":[0.9965069,0.00008152019,0.000200243,0.00007309193,0.00001291816,0.0000233736,0.002753369,0.000004920124,0.0003434907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1617942,"threshold_uncertainty_score":0.3217049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234188492166479,"score_gpt":0.2305667600847518,"score_spread":0.218224875163087,"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."}}