{"id":"W4405197829","doi":"10.1002/jpr3.12149","title":"A Canadian multicenter pediatric eosinophilic esophagitis cohort: Evidence for a nondilation approach to esophageal narrowing","year":2024,"lang":"en","type":"article","venue":"JPGN Reports","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of British Columbia; University of Alberta; University of Saskatchewan; Dalhousie University","funders":"University of Alberta; Women and Children's Health Research Institute; Children's Health Research Institute; Sanofi","keywords":"Eosinophilic esophagitis; Medicine; Cohort; Multicenter study; Internal medicine; Gastroenterology; Esophagitis; Disease; Reflux; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009733768,0.0004096834,0.0005643968,0.0009815433,0.0002238601,0.0002239788,0.000143243,0.0002669611,0.0001492326],"category_scores_gemma":[0.001120736,0.0004077657,0.000321728,0.00105033,0.00004412252,0.000478472,0.00006365884,0.0003615951,0.0001130991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231314,"about_ca_system_score_gemma":0.001457725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01115129,"about_ca_topic_score_gemma":0.001711207,"domain_scores_codex":[0.9961166,0.000049271,0.0009464915,0.001302879,0.0007091666,0.0008755715],"domain_scores_gemma":[0.9973691,0.0002631233,0.0001462191,0.0008424617,0.000309538,0.001069555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001965526,0.0003521871,0.9196274,0.003293103,0.0004283544,0.02261179,0.003988681,0.0002563685,0.001777636,0.0005646862,0.03741755,0.009485721],"study_design_scores_gemma":[0.001514067,0.0008997332,0.950833,0.001851726,0.002202085,0.01270747,0.0001307576,0.01328314,0.002217539,0.0006376677,0.01233192,0.001390895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956573,0.01810563,0.002809164,0.005008836,0.003104073,0.007830841,0.00009217967,0.0007623277,0.005713924],"genre_scores_gemma":[0.9849824,0.00005743854,0.007345112,0.001385006,0.001954547,0.0008390269,0.0001848006,0.0001382536,0.00311341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03120564,"threshold_uncertainty_score":0.9998374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03214204650556826,"score_gpt":0.3162584893400843,"score_spread":0.284116442834516,"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."}}