{"id":"W4232429629","doi":"10.1093/jcag/gwy009.070","title":"A70 MOLECULAR ARCHETYPE HETEROGENEITY IN ULCERATIVE COLITIS BIOPSIES","year":2018,"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":"University of Alberta","funders":"","keywords":"Ulcerative colitis; Medicine; Biopsy; Logistic regression; Internal medicine; Gastroenterology; Histopathology; Pathology; Disease","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":[0.001134398,0.0002577001,0.0004297196,0.0009453921,0.0002509711,0.0007070912,0.0001714705,0.0002611114,0.0008745185],"category_scores_gemma":[0.001952906,0.0001906957,0.0003915126,0.0006267757,0.0002991631,0.0002393512,0.0004243726,0.0004104375,0.0002399956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230698,"about_ca_system_score_gemma":0.0001915834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008003119,"about_ca_topic_score_gemma":0.0009727547,"domain_scores_codex":[0.9991252,0.0003405453,0.00007602645,0.0002170649,0.0001541363,0.00008716268],"domain_scores_gemma":[0.9986842,0.0006802462,0.0003154499,0.0001479286,0.0001042985,0.00006779406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001595932,0.0001044229,0.8508464,0.00009434613,0.0003148137,0.0004407912,0.0002143861,0.002956836,0.1210188,0.0003687108,0.000249858,0.02179477],"study_design_scores_gemma":[0.00001459238,0.0002783809,0.9793352,0.00001646879,0.00009680565,0.001081843,0.000219543,0.01025409,0.007216001,0.00062144,0.0008524728,0.00001304495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996712,0.000303231,0.002374958,0.00002938403,0.000002166047,0.00001620598,0.0002871941,0.00001839353,0.0002564781],"genre_scores_gemma":[0.9967596,0.0001014183,0.001960647,0.00002392295,0.000005824577,0.00002301561,0.0009656543,0.000005374639,0.0001546321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001134398,"threshold_uncertainty_score":0.005999327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006005357587500342,"score_gpt":0.2288951296255269,"score_spread":0.2228897720380265,"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."}}