{"id":"W4200611601","doi":"10.1002/deo2.81","title":"Single operator experience of endoscopic submucosal dissection for Barrett's neoplasia in a North American academic center","year":2021,"lang":"en","type":"article","venue":"DEN Open","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Single Center; Surgery; Endoscopic mucosal resection; Endoscopic submucosal dissection; Lesion; Dysplasia; Odds ratio; Dissection (medical); Resection; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.00005852042,0.00008440735,0.0002501665,0.00004887651,0.00003306202,0.00002633571,0.0001394838,0.00002423619,0.00009414081],"category_scores_gemma":[0.0001074366,0.00007230461,0.00003870742,0.0003250141,0.00005615624,0.000134273,0.0001028148,0.0001247314,0.000006055229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580051,"about_ca_system_score_gemma":0.0002347639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006260268,"about_ca_topic_score_gemma":0.005163895,"domain_scores_codex":[0.9991435,0.00003944616,0.000184004,0.0002406608,0.0001635214,0.0002288183],"domain_scores_gemma":[0.9995297,0.00004191364,0.00004382779,0.000178223,0.00007575686,0.0001305481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004382585,0.0002238813,0.9896904,0.00004715245,0.00003198519,0.0001492116,0.00109483,0.000001010276,0.00276275,0.00002179577,0.000145877,0.005392909],"study_design_scores_gemma":[0.003653583,0.001001023,0.8445891,0.00009765106,0.00001955859,0.00004191305,0.001024612,0.0000386655,0.1486226,0.000007119467,0.0008301852,0.00007404462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99765,0.0007351965,0.00002729368,0.0004258928,0.00006148731,0.0008096444,0.00003559834,0.000007217369,0.000247617],"genre_scores_gemma":[0.9983937,0.00006056555,0.0005182463,0.0001934945,0.00005285788,0.0003708172,0.00008441948,0.00001318083,0.0003126742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1458599,"threshold_uncertainty_score":0.2948496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03959111416187606,"score_gpt":0.3769427184947866,"score_spread":0.3373516043329105,"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."}}