{"id":"W3002948439","doi":"10.1097/mpg.0000000000002640","title":"Barrett Esophagus and Intestinal Metaplasia of the Gastroesophageal Junction in Children","year":2020,"lang":"en","type":"article","venue":"Journal of Pediatric Gastroenterology and Nutrition","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Intestinal metaplasia; Gastroenterology; Internal medicine; Malignancy; Dysplasia; Esophagus; Barrett's esophagus; Endoscopy; Metaplasia; Reflux; Population; Retrospective cohort study; Body mass index; Disease; Adenocarcinoma; Cancer","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":[0.0005229934,0.0003410617,0.0004231312,0.00123847,0.0004241802,0.0004293171,0.0002654165,0.0004169485,0.00148928],"category_scores_gemma":[0.001995182,0.0002292924,0.0002658721,0.001412246,0.0004132613,0.0007717274,0.0004640042,0.0003996876,0.0002494068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002243734,"about_ca_system_score_gemma":0.0003630219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002030996,"about_ca_topic_score_gemma":0.002708965,"domain_scores_codex":[0.9995068,0.000109087,0.0000898267,0.00007916482,0.0001338875,0.00008120121],"domain_scores_gemma":[0.9983857,0.0003093227,0.0009326193,0.00005147621,0.0001381692,0.0001827585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003539331,0.000006614848,0.9980198,0.00002105699,0.00001332026,0.000519793,0.00002917659,0.00001516272,0.0001520229,0.000008169852,0.000053848,0.001125651],"study_design_scores_gemma":[0.000003812326,0.0001048514,0.9886164,0.00002378501,0.00002237829,0.01040802,0.0001951592,0.00003313562,0.0001201922,0.000008870662,0.0004613312,0.000002098659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957145,0.002994952,0.0001408722,0.0000487194,0.0000141281,0.0000134933,0.0004979184,0.000007756328,0.0005675809],"genre_scores_gemma":[0.9972422,0.001719404,0.0002974655,0.00002095047,0.0000254539,0.00001295362,0.0005658736,0.000002884674,0.0001127701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002030996,"threshold_uncertainty_score":0.004982114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088487394755107,"score_gpt":0.247435449728272,"score_spread":0.2365505757807209,"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."}}