{"id":"W2095364064","doi":"10.1097/pat.0000000000000160","title":"Standardised reporting protocol for endoscopic resection for Barrett oesophagus associated neoplasia: expert consensus recommendations","year":2014,"lang":"en","type":"review","venue":"Pathology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Lymphovascular invasion; Intraepithelial neoplasia; Adenocarcinoma; General surgery; Barrett's oesophagus; Protocol (science); Carcinoma; Resection margin; Internal medicine; Pathology; Resection; Surgery; Cancer","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":[0.001681818,0.0004361043,0.002397645,0.0002769292,0.0003100687,0.00003185711,0.0001102707,0.0005343676,0.0001171054],"category_scores_gemma":[0.007877306,0.0003398047,0.0007647094,0.0002059216,0.00009453519,0.00002294242,0.00004922768,0.0004398185,0.00001353727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009328977,"about_ca_system_score_gemma":0.001307104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001483791,"about_ca_topic_score_gemma":0.00006022869,"domain_scores_codex":[0.9960731,0.000470841,0.001750546,0.0007688222,0.0002518352,0.0006849068],"domain_scores_gemma":[0.9954535,0.001305081,0.002005851,0.0005168585,0.0004799073,0.0002388524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001340931,0.0004655623,0.0002640437,0.03106753,0.001028588,0.0007503741,0.0001311925,2.861116e-7,0.000003490656,0.0001171058,0.04559914,0.9192318],"study_design_scores_gemma":[0.00756709,0.004814745,0.00002917595,0.006275713,0.0007016537,0.0004990124,0.00001748926,0.00001662054,0.00007091746,0.0002018586,0.9795852,0.0002205513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"protocol","genre_scores_codex":[0.000001876139,0.6938025,0.0010615,0.0006224774,0.0004470397,0.3029597,0.000631213,0.0001438007,0.0003298626],"genre_scores_gemma":[0.00002034974,0.161494,0.003498528,0.0001071688,0.0006177468,0.8313768,0.001720746,0.0001185153,0.001046171],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.933986,"threshold_uncertainty_score":0.9999054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.16464419316423,"score_gpt":0.5050705372234348,"score_spread":0.3404263440592048,"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."}}