{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1718937,0.002764819,0.0100017,0.01389642,0.00270854,0.009444914,0.01454367,0.01381526,0.0121836],"category_scores_gemma":[0.279937,0.003626548,0.01972489,0.009846941,0.005430329,0.005298541,0.009976584,0.01186835,0.006530284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008908411,"about_ca_system_score_gemma":0.05574229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009430462,"about_ca_topic_score_gemma":0.01082932,"domain_scores_codex":[0.7662308,0.08898938,0.1129904,0.006221768,0.02201342,0.003554184],"domain_scores_gemma":[0.7102627,0.1244381,0.06566259,0.01733142,0.07833172,0.003973451],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001595016,0.0003774723,0.003558644,0.4033115,0.004902393,0.0005157996,0.002728594,0.001230655,0.003213223,0.01136779,0.2538131,0.3133858],"study_design_scores_gemma":[0.002894463,0.000451289,0.01285374,0.5067134,0.008965791,0.0008941988,0.001676668,0.0007924777,0.002589153,0.007378245,0.4543212,0.0004692074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"protocol","genre_scores_codex":[0.006245604,0.4512002,0.1040432,0.1280988,0.03646512,0.1832235,0.05506188,0.003100838,0.03256095],"genre_scores_gemma":[0.02106352,0.2085241,0.4392182,0.04121645,0.004831794,0.2221366,0.04985661,0.0006534094,0.01249916],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.8281063,"threshold_uncertainty_score":0.9090717,"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."}}