{"id":"W2981101234","doi":"","title":"Role of Mitochondrial Markers in Improved Detection and Risk-Stratification in Barrett's Esophagus Patients.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Mitochondrial DNA; Barrett's esophagus; Mitochondrion; Esophagus; Heteroplasmy; Oxidative stress; Esophageal adenocarcinoma; Risk stratification; Population; Pathogenesis; Esophageal cancer; Biology; Bioinformatics; Medicine; Cancer; Cancer research; Adenocarcinoma; Pathology; Genetics; Internal medicine; Gene; Biochemistry; Environmental health","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":[0.0008164704,0.0003903859,0.000957818,0.0008277304,0.0001374218,0.0006986473,0.0003608251,0.0006291866,0.001679336],"category_scores_gemma":[0.001652508,0.0001124448,0.0004899704,0.0006589476,0.0001413956,0.0005562609,0.0003168013,0.0006014243,0.000687862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003400395,"about_ca_system_score_gemma":0.0005405198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006022502,"about_ca_topic_score_gemma":0.001208054,"domain_scores_codex":[0.9997476,0.00009616365,0.00004254923,0.00003391227,0.00006343875,0.00001635193],"domain_scores_gemma":[0.9994829,0.0002030465,0.0001009732,0.000009717701,0.0001680717,0.00003524578],"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":[0.0004877018,0.00006234278,0.01318185,0.0137104,0.0006260174,0.0005886825,0.0001578409,0.0001818034,0.005473513,0.001403713,0.02513352,0.9389926],"study_design_scores_gemma":[0.0001669599,0.001564185,0.1093824,0.01657194,0.003557375,0.01157656,0.0006372016,0.001303208,0.009050486,0.005291029,0.840773,0.0001255749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001402098,0.9959103,0.0003247256,0.00130257,0.000402658,0.0000106591,0.00008048936,0.0000110944,0.0005553638],"genre_scores_gemma":[0.02024764,0.9747813,0.001596213,0.0009978707,0.0008817927,0.00002752928,0.0003247709,0.000005772895,0.001137095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001679336,"threshold_uncertainty_score":0.005617917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002945829277553073,"score_gpt":0.1776238919777049,"score_spread":0.1746780627001518,"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."}}