{"id":"W4292730944","doi":"10.14740/gr1535","title":"Transnasal Endoscopy for Children and Adolescents With Eosinophilic Esophagitis: A Single-Center Experience","year":2022,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Eosinophilic esophagitis; Interquartile range; Endoscopy; Exact test; Esophagitis; Esophagogastroduodenoscopy; Sedation; Surgery; Single Center; Internal medicine; Reflux","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005513838,0.0002470841,0.0004340071,0.000421329,0.0005285924,0.00003994165,0.0003278262,0.00007335698,0.0001423688],"category_scores_gemma":[0.00005748026,0.000232487,0.00008387292,0.000288444,0.0008767667,0.0001118543,0.0003061215,0.000868169,0.000005337874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001918249,"about_ca_system_score_gemma":0.00009545898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003463677,"about_ca_topic_score_gemma":0.00003247207,"domain_scores_codex":[0.9964514,0.0003836955,0.0003168522,0.0008354866,0.0008026414,0.001209905],"domain_scores_gemma":[0.9988512,0.00006744679,0.00006151807,0.0004730862,0.0001950985,0.0003515832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007620104,0.001077899,0.9820278,0.00008328477,0.00008926094,0.0001949951,0.0009317863,0.00000214486,0.006624608,0.00003095987,0.0006938627,0.0006233308],"study_design_scores_gemma":[0.01776317,0.01562734,0.9574088,0.0001491987,0.0000562748,0.006752324,0.0004239638,0.00005266629,0.001366759,0.00006932691,0.0001751839,0.0001549299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943228,0.0004110282,0.0001885292,0.002577848,0.0000985306,0.002106897,0.0001747198,0.00007214845,0.00004749553],"genre_scores_gemma":[0.9961906,0.00001967556,0.0008598638,0.001241422,0.0001557563,0.001239777,0.0001011674,0.00006931022,0.0001223945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0246189,"threshold_uncertainty_score":0.9480545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03563859320704066,"score_gpt":0.3241679997188178,"score_spread":0.2885294065117771,"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."}}