{"id":"W2117821652","doi":"10.1016/j.athoracsur.2012.04.145","title":"MicroRNA Expression Profiling of Esophageal Cancer Before and After Induction Chemoradiotherapy","year":2012,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; St Joseph's Health Centre; University Health Network","funders":"","keywords":"Medicine; Chemoradiotherapy; microRNA; Esophageal cancer; Gene expression profiling; Oncology; Profiling (computer programming); Internal medicine; Cancer research; Cancer; Gene expression; Gene; Genetics","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":[0.0001915482,0.0001433018,0.0005951911,0.0004175868,0.0002942025,0.0005920809,0.0001274747,0.0003385013,0.001123225],"category_scores_gemma":[0.0004992954,0.0001799533,0.000346892,0.0005118691,0.0001881789,0.0001922044,0.0001703483,0.0003247555,0.000429717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312818,"about_ca_system_score_gemma":0.0002277089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006318947,"about_ca_topic_score_gemma":0.001042412,"domain_scores_codex":[0.9997831,0.00004375516,0.00001747485,0.00004346619,0.00005414884,0.00005808437],"domain_scores_gemma":[0.9998392,0.00004372929,0.00003446153,0.0000142838,0.00004363651,0.00002472614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008280747,0.000164363,0.05527797,0.000143111,0.0001113208,0.0004214235,0.0003579924,0.0001966466,0.9188148,0.0001356453,0.0004421504,0.01565379],"study_design_scores_gemma":[0.00007641107,0.001936826,0.706689,0.0000229276,0.000302616,0.001024428,0.0005609255,0.001686207,0.2827912,0.0001008125,0.004774467,0.00003428449],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99594,0.001692683,0.000529061,0.00004173103,0.00003678243,0.00002099639,0.0003717646,0.00002171292,0.001345369],"genre_scores_gemma":[0.9960555,0.0005905934,0.0006885161,0.00007412693,0.00002041693,0.00006109733,0.0008285178,0.00001536207,0.001665938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001123225,"threshold_uncertainty_score":0.003757536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03994772665031774,"score_gpt":0.3473680514714848,"score_spread":0.307420324821167,"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."}}