{"id":"W2948541905","doi":"10.1016/j.gie.2019.03.1263","title":"Mo1176 A RETROSPECTIVE ANALYSIS OF THE LONG-TERM OUTCOMES OF PATIENTS WITH STAGE T1B ESOPHAGEAL ADENOCARCINOMA","year":2019,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Surrey Memorial Hospital; Vancouver General Hospital; St. Paul's Hospital; Kelowna General Hospital","funders":"","keywords":"Medicine; Submucosa; Adenocarcinoma; Endoscopic mucosal resection; Stage (stratigraphy); Dysplasia; Barrett's esophagus; Esophageal adenocarcinoma; Esophagus; Lymph node metastasis; Lymph node; Endoscopy; Internal medicine; General surgery; Metastasis; Surgery; Radiology; 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":[0.0001265658,0.0002231265,0.0007338726,0.0002501303,0.00003776823,0.000008711125,0.000204855,0.00002413404,0.0005342664],"category_scores_gemma":[0.0001518406,0.0001270916,0.0003126588,0.000806527,0.0002023888,0.00006848102,0.0000971277,0.0002281834,0.00001426417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002146018,"about_ca_system_score_gemma":0.0001875766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001813563,"about_ca_topic_score_gemma":0.00009216292,"domain_scores_codex":[0.9980081,0.00007368644,0.0003445662,0.0003432196,0.000868274,0.0003621691],"domain_scores_gemma":[0.9983863,0.0001360906,0.0003032093,0.000649843,0.0003651042,0.00015944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001651254,0.0004858539,0.9959755,0.0001218657,0.00110078,0.00006777942,0.00008423711,0.00003774655,0.0003461582,0.00007003078,0.000006435519,0.00005238948],"study_design_scores_gemma":[0.003901958,0.003855847,0.9893382,0.0001738853,0.001001264,0.00002325448,0.00003201519,0.00005632434,0.001545257,0.000005747182,1.561267e-7,0.00006612127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998035,0.0001587687,0.0002345206,0.00006706366,0.00002872964,0.0008466715,0.0002437819,0.00001805132,0.0003673734],"genre_scores_gemma":[0.9963049,0.000002167545,0.00266251,0.00003414286,0.00001200798,0.00002084115,0.00006124059,0.0000221822,0.0008800389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006637298,"threshold_uncertainty_score":0.5849842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311981727031867,"score_gpt":0.2856813554536696,"score_spread":0.2725615381833509,"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."}}