{"id":"W2032787995","doi":"10.1097/00008469-200102000-00012","title":"The UK National Barrettʼs Oesophagus Registry (UKBOR): aims and progress","year":2001,"lang":"en","type":"article","venue":"European Journal of Cancer Prevention","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Barrett's oesophagus; Medicine; Dysplasia; Cancer registry; Incidence (geometry); Natural history; Family medicine; General surgery; Library science; Cancer; Internal medicine; Adenocarcinoma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011519,0.0000932929,0.0001351902,0.00005895925,0.0001524787,0.00006276962,0.0001063117,0.0000145171,0.0001238981],"category_scores_gemma":[0.0000730642,0.00005775594,0.0001017504,0.0001150871,0.0001205608,0.0001024513,0.00002968663,0.0002315318,0.00001050769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001562247,"about_ca_system_score_gemma":0.0002536357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004959454,"about_ca_topic_score_gemma":0.00001388566,"domain_scores_codex":[0.9985919,0.0002149317,0.0003115937,0.0001124555,0.0005949888,0.0001741168],"domain_scores_gemma":[0.9990574,0.00003405109,0.000268178,0.0001099056,0.0003526802,0.0001778346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002599351,0.0002545348,0.369203,0.00009211322,0.000697532,0.002566659,0.0002132571,0.00002367773,0.0001447577,0.0004403369,0.01402874,0.609736],"study_design_scores_gemma":[0.004882877,0.001767689,0.9574177,0.0005278987,0.0001562975,0.001568345,0.00007365915,0.00003481908,0.0005984108,0.0008366188,0.03203606,0.00009965385],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7000617,0.2801411,0.000416952,0.01026565,0.0005678738,0.0005644874,0.000008337817,0.00003510505,0.007938803],"genre_scores_gemma":[0.9908183,0.005377336,0.0002343173,0.0001007392,0.0007755703,0.000007968593,0.000002230147,0.0000213133,0.002662216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6096363,"threshold_uncertainty_score":0.2355219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543243919006708,"score_gpt":0.3549841809508202,"score_spread":0.3295517417607531,"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."}}