{"id":"W4283453752","doi":"10.1159/000525278","title":"Pan-Esophageal Submucosal Dissection following Transesophageal Echocardiography","year":2022,"lang":"en","type":"article","venue":"Case Reports in Gastroenterology","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Esophagus; Bleed; Upper gastrointestinal bleeding; Radiology; Endoscopy; Dissection (medical); Upper gastrointestinal series; Endoscopic submucosal dissection; Surgery; Stomach; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005605678,0.0003252155,0.0006704227,0.0006276646,0.0002800025,0.00001630378,0.00005870405,0.00009183512,0.0001833413],"category_scores_gemma":[0.00004819249,0.0003294155,0.0006184072,0.0004398691,0.00008253216,0.0001395833,0.000102567,0.0006564916,0.000004030314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068141,"about_ca_system_score_gemma":0.00007078697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006341899,"about_ca_topic_score_gemma":0.00003183322,"domain_scores_codex":[0.9969988,0.0002838073,0.0007662242,0.0007470439,0.0004344081,0.0007696438],"domain_scores_gemma":[0.9989406,0.00004977685,0.0001965091,0.0005388732,0.00003218799,0.0002420598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002758788,0.0003605577,0.5093803,0.00001271811,0.0001660136,0.48895,0.00009507786,0.00006786682,0.000100229,0.000004166017,0.00004297123,0.0005441586],"study_design_scores_gemma":[0.002779182,0.00239241,0.5368054,0.000009187401,0.0002666362,0.4572419,0.0001434497,0.00004790342,0.00009509982,0.00008297014,0.00006655874,0.00006932694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965869,0.0002089057,0.0003708625,0.0001070169,0.00167201,0.0006234255,0.00002223522,0.0001327058,0.0002759304],"genre_scores_gemma":[0.9984306,0.000006562866,0.0004077995,0.000320069,0.0001283504,0.0003633568,0.0001687952,0.00005508988,0.0001194115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03170811,"threshold_uncertainty_score":0.9999158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009504441933318116,"score_gpt":0.2647332788960938,"score_spread":0.2552288369627757,"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."}}