{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002025319,0.0001142286,0.0003500443,0.000224487,0.0002581368,0.0003960474,0.0001448599,0.0002031333,0.00705052],"category_scores_gemma":[0.0005710756,0.00008682856,0.0002960801,0.0004291322,0.000206783,0.0002362144,0.0002488298,0.0003140614,0.0007657384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003596108,"about_ca_system_score_gemma":0.0002598726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666892,"about_ca_topic_score_gemma":0.004434132,"domain_scores_codex":[0.999813,0.00002068747,0.00001365573,0.00004330695,0.00004953068,0.00005976034],"domain_scores_gemma":[0.9995496,0.00004991114,0.0001725344,0.00002804657,0.00004258135,0.0001573607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002770807,0.0003201755,0.9592294,0.00007846536,0.0001032741,0.0002823642,0.00009651275,0.00008237102,0.002842098,0.00003762333,0.001919872,0.03223693],"study_design_scores_gemma":[0.0001380544,0.001812858,0.9946237,0.00001667409,0.00005702602,0.0007535598,0.00009703524,0.00006902261,0.0003877042,0.00001982372,0.002020444,0.000004236022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970444,0.0004380076,0.00005153954,0.00005791078,0.00001357342,0.00001383347,0.0004186962,0.000007918105,0.001954257],"genre_scores_gemma":[0.9970325,0.0002247113,0.0001089808,0.00009665393,0.00003099719,0.00001571164,0.001170552,0.000003883999,0.001316026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00705052,"threshold_uncertainty_score":0.02358633,"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."}}