{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000605159,0.0003783339,0.0003417222,0.0006519774,0.0001751372,0.0004277214,0.0002935368,0.0008074552,0.001893363],"category_scores_gemma":[0.0008684894,0.0001741701,0.0003087152,0.0003993117,0.0002532708,0.0001791983,0.000187331,0.0003416836,0.0007731071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003423754,"about_ca_system_score_gemma":0.00023009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007869619,"about_ca_topic_score_gemma":0.001289836,"domain_scores_codex":[0.9995589,0.0000984,0.00002317403,0.0001340098,0.0001464332,0.00003917338],"domain_scores_gemma":[0.9995043,0.0001467637,0.0001147584,0.00003375596,0.0001520577,0.00004834199],"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":[0.0004171052,0.00007032351,0.024215,0.0001502888,0.00005974029,0.0001128521,0.00004117854,0.001002041,0.9526502,0.0000894055,0.0003053761,0.02088653],"study_design_scores_gemma":[0.00004589784,0.001263764,0.06292537,0.00002878285,0.00007282814,0.001331672,0.00005613871,0.01385261,0.915246,0.0001779447,0.004972194,0.00002677762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560058,0.003542656,0.0337608,0.0002948251,0.00007182378,0.0001033223,0.002285466,0.0007103471,0.003224927],"genre_scores_gemma":[0.9502854,0.0007282536,0.04231432,0.0003743632,0.00002715448,0.0000918774,0.002918061,0.00004312725,0.0032175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001893363,"threshold_uncertainty_score":0.006333947,"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."}}