{"id":"W2161100217","doi":"10.1586/egh.09.43","title":"Shining light on Barrett’s esophagus","year":2009,"lang":"en","type":"editorial","venue":"Expert Review of Gastroenterology & Hepatology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Canadian Light Source (Canada)","funders":"","keywords":"Medicine; Barrett's esophagus; Esophagus; General surgery; Internal medicine; 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":[0.005460056,0.003538162,0.003363785,0.00249859,0.001856271,0.003773147,0.002923559,0.01147276,0.01094366],"category_scores_gemma":[0.01280724,0.0007890122,0.002040714,0.001240311,0.001764256,0.005169366,0.001235028,0.02006387,0.01039279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00208146,"about_ca_system_score_gemma":0.002208304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001652001,"about_ca_topic_score_gemma":0.004481023,"domain_scores_codex":[0.9972785,0.0005728464,0.000335608,0.0003199333,0.001320392,0.00017279],"domain_scores_gemma":[0.9905077,0.003517749,0.0004710918,0.0002166678,0.004038189,0.001248549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004545121,0.00001040218,0.00002201582,0.000341597,0.00001919741,0.00006484683,0.000009820649,0.00001750056,0.00006202983,0.0002167204,0.9881836,0.01100691],"study_design_scores_gemma":[0.00009918177,0.00009167654,0.0003389846,0.000986304,0.0001012868,0.0004340334,0.00004731889,0.00008260521,0.0001424841,0.0008839334,0.9967705,0.00002177968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004134583,0.03245966,0.00008775857,0.03577932,0.930144,0.00001208213,0.00004134256,0.0000449841,0.001389538],"genre_scores_gemma":[0.000394782,0.02349191,0.0001037453,0.03409874,0.9352266,0.00001206106,0.00002907077,0.0000247373,0.00661831],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01147276,"threshold_uncertainty_score":0.03661019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320228197785324,"score_gpt":0.3477715717911709,"score_spread":0.3345692898133176,"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."}}