{"id":"W2766447761","doi":"10.1093/icvts/ivx280.044","title":"F-044DETECTION OF TUMOUR-SPECIFIC MUTATIONS IN PLASMA DEOXYRIBONUCLEIC ACID: A POTENTIAL OESOPHAGEAL ADENOCARCINOMA BIOMARKER","year":2017,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"RNA modifications and cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Biomarker; Adenocarcinoma; Cancer research; Internal medicine; Pathology; Oncology; Cancer; Genetics; Biology","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":[0.0004885572,0.0001669287,0.0003323399,0.0001747287,0.000198304,0.00007827008,0.000144825,0.0001273403,0.00001868269],"category_scores_gemma":[0.0001474186,0.0001689348,0.0005216629,0.00008050183,0.0001840995,0.00003797368,0.00009496004,0.0001243501,0.000005292137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002815609,"about_ca_system_score_gemma":0.00005642901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001242814,"about_ca_topic_score_gemma":0.00002249878,"domain_scores_codex":[0.9987442,0.000169832,0.0002873531,0.0004271806,0.0001753944,0.0001960207],"domain_scores_gemma":[0.9989171,0.00003454235,0.0001771146,0.0006456847,0.0001610191,0.00006451603],"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":[0.0008824499,0.00015699,0.02580014,0.00007383003,0.00158851,0.0001430909,0.0002291431,0.0002172504,0.557342,0.00001694437,0.0002127078,0.413337],"study_design_scores_gemma":[0.0003723675,0.00004292439,0.6713306,0.00007463805,0.0001247449,0.0001697454,0.0002573683,0.0002773057,0.3250786,0.00006954264,0.001944601,0.0002576128],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840825,0.01091555,0.004015132,0.00003596603,0.0004263168,0.0001628814,0.00003700612,0.000007522777,0.0003171559],"genre_scores_gemma":[0.9985892,0.0009639155,0.0001097098,0.000009333691,0.0001433827,0.00005985704,0.00006299779,0.00002425222,0.00003732692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6455304,"threshold_uncertainty_score":0.688896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525287382326528,"score_gpt":0.2817037231393448,"score_spread":0.2564508493160795,"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."}}