{"id":"W3112819026","doi":"10.1093/neuonc/noaa215.285","title":"EPCO-06. MOLECULAR DETERMINANTS OF EVOLUTION AND PROGNOSIS AMONG DIFFUSE LOWER GRADE ASTROCYTOMAS","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Biology; Glioma; Isocitrate dehydrogenase; Oligodendroglioma; Cancer research; Mutant; Methylation; Reprogramming; Gene; Astrocytoma; Genetics; Enzyme","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":[0.0001656578,0.0001355702,0.0001636492,0.0007482311,0.0002333149,0.0004851852,0.00018689,0.0002665089,0.004637517],"category_scores_gemma":[0.0005766118,0.00007088895,0.0001325477,0.0008112554,0.0001412083,0.0001790099,0.0002339073,0.0002805743,0.0009527712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002764261,"about_ca_system_score_gemma":0.0002196436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001632256,"about_ca_topic_score_gemma":0.001871834,"domain_scores_codex":[0.9998745,0.00001646069,0.00001463206,0.00002970475,0.00002580001,0.00003893486],"domain_scores_gemma":[0.9992601,0.00006115919,0.000235568,0.00004330315,0.0001306164,0.0002691066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001150448,0.00005048817,0.9717106,0.00002922062,0.00003722359,0.0003122384,0.00003126844,0.00009219801,0.01980211,0.00006883385,0.0005525356,0.006162949],"study_design_scores_gemma":[0.000008183763,0.00008281437,0.9975175,0.000003719295,0.00001523283,0.0004562361,0.00004294956,0.0001763678,0.0009538877,0.00004232128,0.0006990452,0.000001740687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972167,0.000146614,0.00009878325,0.0000354787,0.000005909639,0.000007453788,0.00127043,0.00001173203,0.001206821],"genre_scores_gemma":[0.9964258,0.00006156712,0.0001185629,0.00001940962,0.000008268694,0.0000112124,0.002384424,0.000008265492,0.0009624409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004637517,"threshold_uncertainty_score":0.01551402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02059222749076803,"score_gpt":0.2814678186736482,"score_spread":0.2608755911828802,"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."}}