{"id":"W2015009690","doi":"10.1136/gutjnl-2013-304907.050","title":"OC-051 Patients Undergoing Radiofrequency Ablation (Rfa) for Barrett’S Related Neoplasia have Improved outcomes with Decreasing Lenghths of Baseline Barrett’S Oesophagus (Be) & Increasing Number of RFA Sessions","year":2013,"lang":"en","type":"article","venue":"Gut","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Memorial Hospital","funders":"","keywords":"Medicine; Radiofrequency ablation; Dysplasia; Gastroenterology; Internal medicine; Argon plasma coagulation; Adenocarcinoma; Surgery; Ablation; Cancer; Endoscopy","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":[0.0004383097,0.0003399547,0.0007030157,0.0001987005,0.0001826942,0.00002823407,0.0001250164,0.0001763192,0.0004123116],"category_scores_gemma":[0.001432793,0.0002499751,0.0002008631,0.0002751821,0.0001416831,0.0003561273,0.00004888383,0.000263784,0.00001878757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003003093,"about_ca_system_score_gemma":0.0005917165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002289122,"about_ca_topic_score_gemma":0.0002986393,"domain_scores_codex":[0.9974467,0.0001974849,0.0007679123,0.0004464127,0.0006033104,0.0005382409],"domain_scores_gemma":[0.9970155,0.0009093077,0.0004235257,0.0005228331,0.0007313511,0.0003975034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007729196,0.0004048476,0.991717,0.0003796212,0.0004069533,0.00001220957,0.0004160747,0.00002503047,0.000833159,0.0001041231,0.0002241477,0.004703901],"study_design_scores_gemma":[0.01803828,0.001407657,0.9672697,0.001361501,0.0006070104,0.0001049266,0.0003693406,0.002328871,0.00720574,0.0008579312,0.00004439958,0.0004046547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99323,0.00180681,0.0009576637,0.000762442,0.0001223338,0.002216799,0.0000948794,0.00006830076,0.0007407253],"genre_scores_gemma":[0.9788949,0.00006836634,0.01960294,0.0001150551,0.0000510212,0.0001360785,0.0004676762,0.00007204646,0.0005918745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02444732,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02094141258941836,"score_gpt":0.3104870423186126,"score_spread":0.2895456297291943,"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."}}