{"id":"W2915032555","doi":"10.1093/ecco-jcc/jjy222.260","title":"P136 Association between histological indices and ulcerative colitis activity measures among patients in the HICKORY (etrolizumab) open-label induction cohort","year":2019,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Ulcerative colitis; Histopathology; Cohort; Histology; Correlation; 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":[0.001419341,0.0002553731,0.0004328078,0.0005967996,0.0002201202,0.0005735082,0.0003600234,0.0003039893,0.005288674],"category_scores_gemma":[0.003098702,0.0002053959,0.0004954025,0.0005763269,0.0002680524,0.0005573967,0.0004350674,0.0008008399,0.0005253755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002018342,"about_ca_system_score_gemma":0.0002366687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009598017,"about_ca_topic_score_gemma":0.0005387037,"domain_scores_codex":[0.9992694,0.0001794263,0.00008037957,0.0001874933,0.0001747965,0.0001085394],"domain_scores_gemma":[0.9975407,0.0005909338,0.001117684,0.0003098176,0.0001523915,0.0002884179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003665763,0.0001572966,0.9891213,0.00002404986,0.0001531778,0.0001388627,0.00004887146,0.00006210084,0.001109251,0.00003998644,0.0007478945,0.004731521],"study_design_scores_gemma":[0.0001041143,0.0008980468,0.9975936,0.000006380899,0.0000505494,0.0003634725,0.00004857159,0.0003914815,0.0001660663,0.00004195039,0.0003312016,0.000004567104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980118,0.0001811317,0.0001968012,0.00005519344,0.00001411535,0.0000208259,0.0008827288,0.000007690835,0.0006295527],"genre_scores_gemma":[0.9984984,0.00005938013,0.0001201422,0.00003602209,0.00003117178,0.00001982945,0.0009619984,0.000008249056,0.000264852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005288674,"threshold_uncertainty_score":0.01769233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450514791154863,"score_gpt":0.2578626775233169,"score_spread":0.2433575296117682,"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."}}