{"id":"W4405611207","doi":"10.1186/s13223-024-00929-0","title":"Eosinophilic esophagitis","year":2024,"lang":"en","type":"review","venue":"Allergy Asthma and Clinical Immunology","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University; Western University; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Eosinophilic esophagitis; Medicine; Esophagus; Pathophysiology; Gastroenterology; Epidemiology; Esophageal Disorder; Dermatology; Internal medicine; Esophagitis; Disease; Reflux","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004980126,0.0008958178,0.004563217,0.0003941183,0.0001061852,0.00006548254,0.0003824728,0.002277212,0.000738963],"category_scores_gemma":[0.0004356902,0.0006841098,0.001638957,0.0004554678,0.001165927,0.00007226381,0.0006336486,0.002852167,0.00310645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001021312,"about_ca_system_score_gemma":0.000612386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004010387,"about_ca_topic_score_gemma":0.00002048362,"domain_scores_codex":[0.9948481,0.0004739679,0.002218111,0.001482005,0.0002513135,0.0007264955],"domain_scores_gemma":[0.9971074,0.0008632411,0.000395654,0.001160844,0.0001080399,0.0003647994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003548553,0.0002425145,0.000008146018,0.00342247,0.005145695,0.001833051,0.00001541719,2.958731e-9,2.828938e-7,0.003176345,0.003751056,0.9823695],"study_design_scores_gemma":[0.0008294456,0.001428461,0.000381263,0.009759134,0.002268815,0.005896969,0.00000947799,0.00000224099,2.257992e-7,0.0005999416,0.9783351,0.0004888651],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008742353,0.9912438,0.000003532089,0.0008412699,0.00248658,0.000722032,0.00004635462,0.0002981245,0.004270917],"genre_scores_gemma":[0.00006925229,0.9885602,0.0001834837,0.0006321921,0.001366894,0.0001156615,0.0002918888,0.0002067436,0.008573676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9818807,"threshold_uncertainty_score":0.999561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05707399757111481,"score_gpt":0.4059612907116566,"score_spread":0.3488872931405418,"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."}}