{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008359078,0.000136328,0.0002093146,0.0001137694,0.00007861458,0.00002014172,0.0001893157,0.00008720533,0.00007621344],"category_scores_gemma":[0.0002725013,0.0001249567,0.00006980968,0.000243848,0.000384662,0.000004736811,0.0004031385,0.0002840809,0.00001495482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003318398,"about_ca_system_score_gemma":0.0001894215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001429185,"about_ca_topic_score_gemma":0.0000505961,"domain_scores_codex":[0.9979964,0.0005983102,0.0002824558,0.0004303237,0.0003143465,0.0003781573],"domain_scores_gemma":[0.9991401,0.0002034896,0.00003709998,0.000251274,0.000197298,0.0001707251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01974898,0.002383049,0.1652585,0.000257364,0.0005710028,0.06099118,0.002104379,0.001859141,0.6153916,0.005398967,0.02393009,0.1021058],"study_design_scores_gemma":[0.01132553,0.002517369,0.1229473,0.0001637121,0.00001560659,0.0009155506,0.000174476,0.0003568973,0.172129,0.0001113817,0.6884761,0.0008670552],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736933,0.003010265,0.000004612139,0.0002731189,0.00005779738,0.0001862692,0.00005856797,0.000003646862,0.02271245],"genre_scores_gemma":[0.9857972,0.0125086,0.0000846823,0.00005500167,0.0001263103,0.0000144087,0.00003286288,0.00003104415,0.001349929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.664546,"threshold_uncertainty_score":0.5095586,"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."}}