{"id":"W4323351174","doi":"10.1093/jcag/gwac036.088","title":"A88 EVALUATING THE ACCEPTABILITY AND EFFICACY OF CYTOSPONGE FOR BARRETT'S ESOPHAGUS: A SINGLE CENTRE CROSS-SECTIONAL STUDY","year":2023,"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","funders":"","keywords":"Medicine; Esophagus; Barrett's esophagus; Tolerability; Cross-sectional study; Visual analogue scale; Dysplasia; Health care; Endoscopy; Physical therapy; Surgery; Internal medicine; Adenocarcinoma; Adverse effect; Pathology; 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":[0.001614834,0.000447967,0.0006801945,0.0006173195,0.000945556,0.0006936253,0.0003967267,0.0005395162,0.002408209],"category_scores_gemma":[0.002810824,0.0003624701,0.0009586128,0.0007413381,0.0004580506,0.0004467331,0.0004169257,0.0006096622,0.0003788172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155737,"about_ca_system_score_gemma":0.0009998465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02145952,"about_ca_topic_score_gemma":0.03045387,"domain_scores_codex":[0.9988089,0.0002936034,0.0001328999,0.0002304282,0.0003702523,0.0001639536],"domain_scores_gemma":[0.9958944,0.0007938875,0.001457136,0.0001677666,0.0009007066,0.0007860502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001067543,0.0009328212,0.9941487,0.00009727782,0.0001421732,0.0001012037,0.0007240876,0.00002429389,0.0005511293,0.000009777333,0.0001051519,0.002095828],"study_design_scores_gemma":[0.00006301086,0.005152512,0.9934447,0.00001404589,0.00007747076,0.0001468121,0.00067829,0.00008270064,0.0001270592,0.000004122258,0.0001970161,0.00001229311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992055,0.000152435,0.00005229246,0.00001262135,0.000003401738,0.0001111,0.000166501,0.000001774431,0.0002943251],"genre_scores_gemma":[0.9991842,0.00007918538,0.0001665657,0.00005106648,0.000007387942,0.0000784255,0.0002233291,0.000001448358,0.000208493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02145952,"threshold_uncertainty_score":0.04266924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04340942559007865,"score_gpt":0.3634761285165746,"score_spread":0.3200667029264959,"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."}}