{"id":"W4407285884","doi":"10.1093/jcag/gwae059.138","title":"A138 EVALUATING THE ACCEPTABILITY AND EFFICACY OF CYTOSPONGE FOR BARRETT’S ESOPHAGUS: A SINGLE CENTRE CROSS-SECTIONAL STUDY","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":"University of British Columbia","funders":"","keywords":"Cross-sectional study; Barrett's esophagus; Medicine; Internal medicine; Pathology; 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":[0.001795725,0.0004633507,0.0007024495,0.0007193643,0.001065505,0.000737235,0.0004519822,0.00054013,0.002332773],"category_scores_gemma":[0.003238349,0.0004022648,0.000993105,0.0008933789,0.0005374989,0.000497853,0.0004554066,0.0006465359,0.000361715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137233,"about_ca_system_score_gemma":0.001212276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03063384,"about_ca_topic_score_gemma":0.03977358,"domain_scores_codex":[0.9986019,0.0003484811,0.0001509613,0.0002654778,0.000442781,0.000190408],"domain_scores_gemma":[0.9954762,0.0009503927,0.001579027,0.0001874904,0.001046061,0.0007607787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007632815,0.0007485419,0.9949522,0.00008270379,0.0001313617,0.00008824526,0.0007372925,0.00002423059,0.0004818198,0.000009767725,0.00009568159,0.00188495],"study_design_scores_gemma":[0.00004974773,0.0040193,0.9945351,0.00001328169,0.00007178473,0.0001395168,0.0007513048,0.00009296405,0.0001192093,0.000003979535,0.0001914929,0.00001227437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992305,0.0001425247,0.00006007633,0.00001272615,0.000003306228,0.000108015,0.0001553447,0.000001788908,0.0002857847],"genre_scores_gemma":[0.9992087,0.00007527618,0.0001921596,0.00005063347,0.000007212348,0.00007599527,0.0002167986,0.00000162316,0.0001715033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03063384,"threshold_uncertainty_score":0.06091106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080244115360349,"score_gpt":0.359285837081431,"score_spread":0.3284833959278275,"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."}}