{"id":"W4402945871","doi":"10.1016/j.igie.2024.09.006","title":"An unexpected finding after endoscopic management for dysplastic Barrett’s esophagus","year":2024,"lang":"en","type":"article","venue":"iGIE","topic":"Eosinophilic Esophagitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Barrett's esophagus; Medicine; Esophagus; General surgery; Internal medicine; Gastroenterology; Adenocarcinoma; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004143602,0.001141334,0.0009401816,0.001273516,0.001671084,0.0008772764,0.0008813647,0.004154144,0.001209865],"category_scores_gemma":[0.002945338,0.0005370642,0.001219221,0.0008082049,0.0007655209,0.001285134,0.0007343695,0.002909239,0.0006222202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007838607,"about_ca_system_score_gemma":0.0003781143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051134,"about_ca_topic_score_gemma":0.001835744,"domain_scores_codex":[0.9996517,0.00004765513,0.00003350764,0.00007093825,0.00006032681,0.0001359775],"domain_scores_gemma":[0.9986458,0.000379119,0.0001787524,0.0001537424,0.0001146592,0.0005278444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00007874574,0.0000288048,0.009954575,0.00002038482,0.00001119965,0.9877316,0.0001106593,0.00003135445,0.000623029,0.00005722393,0.0002486951,0.001103677],"study_design_scores_gemma":[0.00002410609,0.0002694096,0.01833135,0.00002736657,0.00003380751,0.9790164,0.0001701682,0.0003022518,0.0007529073,0.0001116716,0.0009469226,0.00001364275],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762188,0.006033723,0.002458678,0.00544572,0.0007880236,0.0001466065,0.0002034013,0.000217636,0.008487474],"genre_scores_gemma":[0.9951692,0.001217171,0.0006005897,0.001456036,0.0006046243,0.00001527015,0.0001157938,0.00002108046,0.0008000851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004154144,"threshold_uncertainty_score":0.005687356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719611363516349,"score_gpt":0.3122818590402357,"score_spread":0.2950857454050722,"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."}}