{"id":"W4407285913","doi":"10.1093/jcag/gwae059.133","title":"A133 QUALITY INDICATOR ADHERENCE FOR BARRETT’S ESOPHAGUS: A RETROSPECTIVE ANALYSIS","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Barrett's esophagus; Medicine; Esophagus; General surgery; Internal medicine; Adenocarcinoma; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00661262,0.0003862416,0.0009994436,0.002704886,0.0006876017,0.001584248,0.001018173,0.0006978459,0.002371271],"category_scores_gemma":[0.01939648,0.0006134534,0.001635133,0.005961213,0.0006633758,0.001281556,0.001603663,0.001016047,0.0003761524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425257,"about_ca_system_score_gemma":0.001554158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086269,"about_ca_topic_score_gemma":0.008632519,"domain_scores_codex":[0.9880321,0.002938315,0.003198412,0.002070278,0.002771404,0.000989512],"domain_scores_gemma":[0.9698961,0.007127203,0.0152876,0.002450593,0.003892007,0.001346448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001129502,0.00001877132,0.9983186,0.00009401445,0.0001441473,0.00004532912,0.0001158034,0.00002335788,0.00002733872,0.00002082952,0.0001551342,0.0009237352],"study_design_scores_gemma":[0.00001565098,0.0001665912,0.9975224,0.0001804439,0.0002309511,0.0003397479,0.0006353512,0.0003098382,0.00005513187,0.00002829824,0.0005033057,0.00001230669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941092,0.002462897,0.0005508633,0.0001243286,0.00001720882,0.0001178736,0.001857485,0.000009200139,0.0007510905],"genre_scores_gemma":[0.9978939,0.0003778789,0.0002089879,0.00007101389,0.0000145757,0.0000832477,0.001269426,0.000008303842,0.00007268928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086269,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584458279459823,"score_gpt":0.3272649856553603,"score_spread":0.3114204028607621,"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."}}