{"id":"W3048878677","doi":"10.1016/j.vgie.2020.07.005","title":"Salvage circumferential endoscopic submucosal dissection for refractory dysplastic Barrett’s esophagus","year":2020,"lang":"en","type":"article","venue":"VideoGIE","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Dysplasia; Endoscopic mucosal resection; Esophagus; Radiofrequency ablation; Barrett's esophagus; Esophagectomy; Endoscopy; Biopsy; Surgery; Radiology; Ablation; Esophageal cancer; Adenocarcinoma; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008788735,0.000193257,0.0003575772,0.00007384903,0.00009604115,0.00001902157,0.0001017021,0.0001606747,0.000373474],"category_scores_gemma":[0.0006909902,0.0001702323,0.0001454007,0.0001534534,0.00006548968,0.00009724753,0.00004282996,0.0002681675,0.000206083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006516523,"about_ca_system_score_gemma":0.0001157208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009217427,"about_ca_topic_score_gemma":0.000007185439,"domain_scores_codex":[0.9987103,0.00004510189,0.0002853865,0.0004207233,0.0001805339,0.0003579324],"domain_scores_gemma":[0.9991654,0.0002082856,0.0000734207,0.0002029683,0.00007070552,0.0002792115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005798569,0.001259821,0.5543686,0.003378518,0.0006113744,0.003409499,0.002783733,0.00004769232,0.3233406,0.005032569,0.05195207,0.04801689],"study_design_scores_gemma":[0.0130734,0.009018839,0.8450381,0.0002133216,0.0009788406,0.0002746049,0.0002857625,0.002570292,0.1174365,0.001767665,0.008567461,0.0007752599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405354,0.01006123,0.03445136,0.007919244,0.003531806,0.001609336,0.0001201057,0.0007432241,0.001028303],"genre_scores_gemma":[0.9957037,0.00002462821,0.0005211008,0.001686546,0.001490024,0.00007279927,0.0001062439,0.0000400644,0.0003548758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2906694,"threshold_uncertainty_score":0.6941872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04574846597682236,"score_gpt":0.2983228499671621,"score_spread":0.2525743839903398,"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."}}