{"id":"W1994280073","doi":"10.1016/s1052-3359(03)00068-1","title":"Role of molecular biology in the follow-up of patients who have Barrett's esophagus","year":2002,"lang":"en","type":"review","venue":"Chest Surgery Clinics of North America","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Risk stratification; Esophagus; Barrett's esophagus; Molecular biomarkers; Internal medicine; Biopsy; Oncology; General surgery; Gastroenterology; Cancer; Adenocarcinoma","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":[0.0009040888,0.000642447,0.002541112,0.001795383,0.0002144029,0.0008297209,0.001052639,0.0009736727,0.001109957],"category_scores_gemma":[0.001764505,0.0002080469,0.0006875051,0.001715945,0.0003544392,0.000883897,0.0003675153,0.001119082,0.0005334269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004752118,"about_ca_system_score_gemma":0.00076219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013808,"about_ca_topic_score_gemma":0.003414182,"domain_scores_codex":[0.9996783,0.00008936887,0.0000517785,0.00005262214,0.000108971,0.00001908747],"domain_scores_gemma":[0.9989582,0.0006618843,0.000138919,0.00002528376,0.0001739459,0.00004167741],"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":[0.0001535212,0.00006372217,0.002960101,0.006994545,0.0002200858,0.0003898899,0.00004922932,0.0001777353,0.0007056588,0.0004926076,0.005484959,0.982308],"study_design_scores_gemma":[0.0002091603,0.001143684,0.05558638,0.02145812,0.003611591,0.01527171,0.0004200833,0.0006515716,0.002441104,0.003195715,0.895906,0.0001050147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002395704,0.9992823,0.00005924979,0.0001541235,0.00006360965,0.000002122245,0.000006549262,0.000001823416,0.000190678],"genre_scores_gemma":[0.002022144,0.9972973,0.0002269313,0.0001370481,0.000140164,0.000004456674,0.00001845346,5.78489e-7,0.0001528977],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002541112,"threshold_uncertainty_score":0.004781306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05104209478112894,"score_gpt":0.3615354406315959,"score_spread":0.310493345850467,"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."}}