{"id":"W2317611189","doi":"10.1093/neuonc/nou208.14","title":"DETAILED MOLECULAR CHARACTERISATION OF DIFFUSE INTRINSIC PONTINE GLIOMAS IDENTIFIES THREE MOLECULAR SUBGROUPS AND A NOVEL CANCER DRIVER, ACVR1","year":2014,"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":"Hospital for Sick Children","funders":"","keywords":"DNA methylation; CpG site; Cancer; Exome sequencing; Methylation; Computational biology; Medicine; Genome; Genetics; Biology; Mutation; Gene; Gene expression","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":[0.0002151219,0.0002743542,0.0002404823,0.000808268,0.0002534575,0.0003827787,0.000248568,0.000240821,0.0007542497],"category_scores_gemma":[0.00053398,0.0001158372,0.0003007967,0.0004377013,0.0002300514,0.000167805,0.0003065691,0.0003688046,0.0002305577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741555,"about_ca_system_score_gemma":0.0003894498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003161483,"about_ca_topic_score_gemma":0.006812553,"domain_scores_codex":[0.9998147,0.000009946536,0.00001083387,0.0000750475,0.00005734529,0.00003219932],"domain_scores_gemma":[0.9998141,0.00003080555,0.00005321448,0.00002787738,0.00003506565,0.0000390409],"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":[0.0004863248,0.00003618217,0.1342677,0.0001809055,0.0001212435,0.0004612738,0.0004325248,0.0011059,0.8290898,0.0004275237,0.0004326915,0.03295784],"study_design_scores_gemma":[0.00004950494,0.0005740875,0.7688808,0.00004447335,0.0002856493,0.007842967,0.0006989947,0.01125813,0.1958635,0.001710204,0.01274461,0.00004714268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936557,0.0003848895,0.004287486,0.00003833825,0.000002918041,0.00003110918,0.0009886749,0.00008024505,0.0005307214],"genre_scores_gemma":[0.989578,0.0002098381,0.006834778,0.00003054235,0.00000349306,0.0000352489,0.002855455,0.00004426248,0.000408328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003161483,"threshold_uncertainty_score":0.006286204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362853831608497,"score_gpt":0.270244065936034,"score_spread":0.256615527619949,"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."}}