{"id":"W3135342977","doi":"10.1093/jcag/gwab002.058","title":"A60 SIGNIFICANCE OF IBD DIAGNOSIS IN THE BC COLON SCREENING PROGRAM","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Ulcerative colitis; Colonoscopy; Asymptomatic; Internal medicine; Inflammatory bowel disease; Incidence (geometry); Gastroenterology; Population; Subclinical infection; Disease; Endoscopy; Colitis; Colorectal cancer; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009611676,0.00006519629,0.0003416987,0.000130844,0.00003982469,0.000009847159,0.0002010859,0.00008522163,0.00007963817],"category_scores_gemma":[0.001048945,0.00004747347,0.0001586459,0.0002080646,0.00005530809,0.00003279957,0.00001994938,0.000333764,4.941313e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006511657,"about_ca_system_score_gemma":0.0006082039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008219384,"about_ca_topic_score_gemma":0.5503517,"domain_scores_codex":[0.9984366,0.0004437227,0.0005127527,0.00007263073,0.0002868164,0.0002475299],"domain_scores_gemma":[0.9982633,0.0001831358,0.0008807479,0.0001589834,0.0004226702,0.00009118526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001194613,0.00009720969,0.9912348,0.00002307594,0.00009907667,0.00004375587,0.0003656628,0.00002338866,0.0005611556,0.00002420321,0.006706982,0.0007012456],"study_design_scores_gemma":[0.001391349,0.0007125699,0.9905959,0.0001505752,0.00009170156,0.0001085652,0.0002182549,0.00001593721,0.0006272916,0.00004009072,0.006027643,0.00002013518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556455,0.00004974377,0.00001317812,0.0436486,0.0002227855,0.0002416351,0.00002245335,0.000001280714,0.0001548098],"genre_scores_gemma":[0.9970905,0.0000325463,0.0006833763,0.001917686,0.00008515733,0.0000109184,0.000002539275,0.000005957881,0.0001712776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5421323,"threshold_uncertainty_score":0.998385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379958885647687,"score_gpt":0.2689928711004848,"score_spread":0.2551932822440079,"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."}}