{"id":"W4387381066","doi":"10.1016/j.gie.2023.09.008","title":"Complete circumferential endoscopic submucosal dissection for early Barrett’s neoplasia","year":2023,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Medicine; Interquartile range; Esophagectomy; Esophagus; Surgery; Esophageal cancer; Endoscopic mucosal resection; Barrett's esophagus; Biopsy; Radiology; Dissection (medical); Adenocarcinoma; Endoscopy; Cancer; Internal medicine","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":[0.0002081314,0.0002657478,0.0003647063,0.0002516659,0.0002090972,0.0000624707,0.0001298055,0.00003917758,0.0002745903],"category_scores_gemma":[0.0003962171,0.00024097,0.0002103119,0.0004074707,0.0001082125,0.0001048041,0.00005620861,0.0002616483,0.0004556962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966746,"about_ca_system_score_gemma":0.0002421072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001893843,"about_ca_topic_score_gemma":0.00005516809,"domain_scores_codex":[0.9978486,0.0000602787,0.0003056467,0.0004800396,0.0004563121,0.0008491082],"domain_scores_gemma":[0.9987051,0.0003128757,0.00007609114,0.0003022793,0.0001619039,0.0004417848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005479387,0.0003320083,0.8821619,0.0005120707,0.0001825574,0.001300261,0.0001811485,0.00002255644,0.09795758,0.001020246,0.007929968,0.002920283],"study_design_scores_gemma":[0.0118587,0.009749059,0.9622009,0.0006140062,0.0002064368,0.003352966,0.0001433297,0.00150611,0.008516778,0.001005136,0.0005682197,0.0002783797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751319,0.0002803887,0.01862731,0.001421967,0.0005643805,0.001981554,0.0003187625,0.0007316471,0.0009421276],"genre_scores_gemma":[0.9855167,0.00001163188,0.01176925,0.00006808736,0.0005557492,0.000409922,0.0005607096,0.00005908989,0.001048808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08944081,"threshold_uncertainty_score":0.982647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03796872599037753,"score_gpt":0.3239622442417512,"score_spread":0.2859935182513737,"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."}}