{"id":"W4323350703","doi":"10.1093/jcag/gwac036.221","title":"A221 EFFECT OF PROXIMITY TO A SPECIALTY TERTIARY CENTRE ON OUTCOMES IN INFLAMMATORY BOWEL DISEASE: A POPULATION-BASED RETROSPECTIVE COHORT STUDY","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Manitoba","funders":"","keywords":"Medicine; Retrospective cohort study; Pancolitis; Inflammatory bowel disease; Cohort; Rural area; Population; Internal medicine; Health care; Pediatrics; Disease; Colonoscopy; Environmental health; Pathology; Colorectal cancer; Cancer","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":[0.001150339,0.0003643284,0.0005265825,0.001478932,0.001047436,0.00121015,0.000806951,0.0005690188,0.003171085],"category_scores_gemma":[0.003960405,0.0004993884,0.000886986,0.002814319,0.0005215396,0.0008547478,0.0009394725,0.0006989021,0.0004898307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008741441,"about_ca_system_score_gemma":0.0009185055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02779021,"about_ca_topic_score_gemma":0.03043216,"domain_scores_codex":[0.9981279,0.000427694,0.0002824526,0.0005109807,0.0003528865,0.000298014],"domain_scores_gemma":[0.9941403,0.0007346696,0.003248195,0.0004534775,0.0005737185,0.0008496113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005250157,0.00001922268,0.9995388,0.000006753377,0.00004218438,0.0000590741,0.00004914557,0.000008015094,0.00004043264,0.000004386857,0.00004625997,0.0001333979],"study_design_scores_gemma":[0.00000973335,0.0001493398,0.9988334,0.00001204227,0.00003777184,0.0002873123,0.0004063584,0.00009828508,0.00002682768,0.000009017042,0.0001250405,0.000004939499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986319,0.0001698595,0.00006818862,0.00002963221,0.000007414279,0.00002610727,0.0007433047,0.000002391343,0.0003212237],"genre_scores_gemma":[0.9994036,0.00005499889,0.00004732513,0.00002842164,0.000007982796,0.0000207894,0.0003616363,0.00000173639,0.00007347736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02779021,"threshold_uncertainty_score":0.0552569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002904786555832708,"score_gpt":0.2204387393601344,"score_spread":0.2175339528043017,"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."}}