{"id":"W4411452318","doi":"10.1111/apt.70187","title":"Systematic Review: Variability in Definitions of Fibrostenosis in Eosinophilic Oesophagitis","year":2025,"lang":"en","type":"review","venue":"Alimentary Pharmacology & Therapeutics","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Eosinophilic esophagitis; MEDLINE; Eosinophilic; Endoscopy; Internal medicine; Gastroenterology; Pathology; Radiology; 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":[0.04228732,0.00213194,0.01258692,0.01686398,0.0009355177,0.005003165,0.003580753,0.002261721,0.003672983],"category_scores_gemma":[0.1765506,0.001473399,0.01054814,0.01842688,0.002400703,0.004894413,0.003269985,0.001724816,0.0003786049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007184592,"about_ca_system_score_gemma":0.01441083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007904416,"about_ca_topic_score_gemma":0.02244587,"domain_scores_codex":[0.9222398,0.02838537,0.0366039,0.003902979,0.007920065,0.0009479637],"domain_scores_gemma":[0.8082395,0.1485712,0.03017288,0.00317803,0.009136869,0.0007016545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001293693,0.000004384375,0.001211306,0.9736634,0.01145699,0.00008071752,0.0002551471,0.000078081,0.00008465822,0.0002565814,0.0009942229,0.01178505],"study_design_scores_gemma":[0.0002588787,0.00007760957,0.005154289,0.914898,0.06768976,0.0003679665,0.0004419094,0.00009643103,0.0001459463,0.0006702685,0.01015411,0.00004498269],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00205855,0.9933601,0.0006418964,0.0007708276,0.0002397448,0.001159726,0.001219435,0.00002224806,0.0005274698],"genre_scores_gemma":[0.0628005,0.924567,0.004064765,0.002411504,0.000210172,0.00446991,0.001203687,0.00003985465,0.000232564],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04228732,"threshold_uncertainty_score":0.2236394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05572019628442505,"score_gpt":0.383886275645094,"score_spread":0.3281660793606689,"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."}}