{"id":"W2464400602","doi":"10.1093/ecco-jcc/jjw126","title":"Smooth Muscle Hyperplasia/Hypertrophy is the Most Prominent Histological Change in Crohn’s Fibrostenosing Bowel Strictures: A Semiquantitative Analysis by Using a Novel Histological Grading Scheme","year":2016,"lang":"en","type":"article","venue":"Journal of Crohn s and Colitis","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Alberta; University of Calgary","funders":"","keywords":"Hyperplasia; Fibrosis; Muscle hypertrophy; Medicine; Pathology; Lamina propria; Crohn's disease; Muscularis mucosae; Submucosa; Inflammation; Grading (engineering); Inflammatory bowel disease; Gastroenterology; Internal medicine; Disease; Biology; Epithelium","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":[0.002256604,0.0003183532,0.000293202,0.002947152,0.0002692334,0.0004821913,0.000240157,0.0002738571,0.001083107],"category_scores_gemma":[0.001751734,0.0001734712,0.0003264389,0.001128224,0.0004919375,0.0004103158,0.0005815768,0.0002494374,0.0002860719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002184815,"about_ca_system_score_gemma":0.0001662189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00028656,"about_ca_topic_score_gemma":0.0007082948,"domain_scores_codex":[0.9991145,0.000290734,0.0001883583,0.0001225219,0.0002251618,0.00005885169],"domain_scores_gemma":[0.9979399,0.0004369763,0.0007958125,0.0001454441,0.0004880703,0.0001936461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009892773,0.00008686715,0.889336,0.0002510214,0.0001422645,0.0003677862,0.0003349795,0.0002025736,0.08217946,0.00008591056,0.0001701344,0.02585357],"study_design_scores_gemma":[0.00003329654,0.0008563031,0.9829988,0.00003621544,0.0001286652,0.003051409,0.0005010907,0.001544693,0.009703344,0.0001102015,0.001012122,0.00002397802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936959,0.001308879,0.003979317,0.00002803024,0.00001820171,0.0000952954,0.0001638391,0.00002847594,0.0006819024],"genre_scores_gemma":[0.9874999,0.000355976,0.01144003,0.00001535871,0.00002060953,0.00007181781,0.0003071399,0.000007099908,0.0002820905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002947152,"threshold_uncertainty_score":0.01193422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02378100040660687,"score_gpt":0.2673474018290002,"score_spread":0.2435664014223933,"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."}}