{"id":"W1975369642","doi":"10.1097/pas.0b013e318198a1d4","title":"Nonadenomatous Dysplasia in Barrett Esophagus","year":2009,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"National Cancer Institute; National Institute on Aging","keywords":"Barrett's esophagus; Esophagus; Dysplasia; Medicine; General surgery; Internal medicine; Adenocarcinoma; 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":[],"consensus_categories":[],"category_scores_codex":[0.000162699,0.0001591718,0.0001624011,0.0005090728,0.0002624892,0.0002501751,0.00013094,0.000203483,0.001243948],"category_scores_gemma":[0.000538873,0.00009533779,0.0001140143,0.000387915,0.000201337,0.0001934976,0.000203568,0.0001664497,0.0001895397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097403,"about_ca_system_score_gemma":0.0001116855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105533,"about_ca_topic_score_gemma":0.001773041,"domain_scores_codex":[0.9999058,0.00002132327,0.00001508181,0.00001994809,0.00002274072,0.00001499284],"domain_scores_gemma":[0.9997463,0.00004929666,0.0001116945,0.00001445396,0.00002817115,0.00005020331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002135707,0.00004536152,0.9827166,0.00007550493,0.0000179323,0.003956868,0.0001079746,0.00002506033,0.005112431,0.00005399553,0.0001105909,0.007564101],"study_design_scores_gemma":[0.00000566933,0.0001486945,0.9843736,0.00001322072,0.00001558291,0.01418835,0.00009803841,0.00005514014,0.0004223182,0.00004076604,0.0006370411,0.000001685971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966508,0.002172993,0.0001314667,0.00003188906,0.00001021809,0.0000134477,0.0001036935,0.00000699661,0.0008785573],"genre_scores_gemma":[0.9986446,0.0007977586,0.0001430618,0.00001854882,0.00001637613,0.000004491661,0.000159185,0.000001127677,0.000214781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001243948,"threshold_uncertainty_score":0.004161417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373275895372231,"score_gpt":0.3153069121846347,"score_spread":0.3015741532309124,"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."}}