{"id":"W2074722222","doi":"10.1159/000113949","title":"Plasma DNA: A Molecular Marker of Surgical Insult and Postoperative Recovery in Esophageal Cancer","year":2008,"lang":"en","type":"article","venue":"European Surgical Research","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Response Biomedical (Canada)","funders":"","keywords":"Esophagectomy; Medicine; Thoracotomy; Esophageal cancer; Surgery; Anesthesia; Surgical stress; Cancer; Internal medicine","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":[0.0002150845,0.0002161084,0.0002052322,0.0004848997,0.0001566368,0.0003092934,0.0001189326,0.0003599962,0.001091344],"category_scores_gemma":[0.001343792,0.0001362661,0.00007399928,0.0004199594,0.0001992692,0.0002373171,0.0001998394,0.0003064683,0.0002761653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291114,"about_ca_system_score_gemma":0.0001195755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002962518,"about_ca_topic_score_gemma":0.0002857756,"domain_scores_codex":[0.9998442,0.0000475159,0.00001414318,0.00003124891,0.00003681238,0.00002596629],"domain_scores_gemma":[0.9992999,0.0001914012,0.0003217523,0.00002629039,0.00005754838,0.0001031064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001883983,0.00009466514,0.965551,0.00005885184,0.00003574968,0.0002933771,0.0001191173,0.000138075,0.01983071,0.00002425584,0.00008631879,0.01188392],"study_design_scores_gemma":[0.00002178458,0.001583531,0.9901705,0.00001087532,0.00002730023,0.001868372,0.0002157947,0.0002940994,0.005297332,0.00003943459,0.0004636604,0.000007368541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986753,0.0006661616,0.0003179469,0.00002236604,0.000005054216,0.000007300163,0.00009651405,0.000005773043,0.0002036473],"genre_scores_gemma":[0.9991506,0.0001743048,0.0003333295,0.00001650117,0.000007715076,0.000009991613,0.0001324616,0.000001783131,0.0001731759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001091344,"threshold_uncertainty_score":0.003650844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03014110991347779,"score_gpt":0.3207025344356348,"score_spread":0.2905614245221571,"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."}}