{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009860275,0.0001132814,0.0001899502,0.001119023,0.0007421089,0.000939784,0.0005115487,0.0003070417,0.002546238],"category_scores_gemma":[0.0100747,0.0001558811,0.0001639208,0.001882703,0.0004248725,0.0004153425,0.0007179747,0.0006475704,0.0002034526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167386,"about_ca_system_score_gemma":0.002300505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07542613,"about_ca_topic_score_gemma":0.07684156,"domain_scores_codex":[0.9979404,0.0006497062,0.0001351105,0.0002526934,0.0005985004,0.0004236023],"domain_scores_gemma":[0.990136,0.002045215,0.004133054,0.0002804573,0.001604499,0.001800772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003390568,0.00002106854,0.9980635,0.000007489188,0.000005676084,0.00006970017,0.00003724635,0.0000186597,0.00004831587,0.00001112644,0.0002384518,0.001444846],"study_design_scores_gemma":[0.000002673279,0.00002852822,0.9991536,0.00001280961,0.000005269637,0.0001983387,0.0001911868,0.0002040187,0.00004295269,0.00001171747,0.0001475912,0.00000141686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969625,0.000239241,0.00005489721,0.0004055755,0.000008187234,0.00001351068,0.0005558998,0.000006268169,0.00175391],"genre_scores_gemma":[0.9995148,0.0000675291,0.00004742953,0.00003092291,0.000006760542,0.000004086083,0.0002466585,0.00000152233,0.00008026433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9245739,"threshold_uncertainty_score":0.1499742,"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."}}