{"id":"W2442181867","doi":"10.1093/neuonc/now073.67","title":"HG-71ULTRA-SENSITIVE DETECTION OF HOTSPOT MUTATIONS IN PEDIATRIC THALAMIC TUMOURS TO REVEAL NEGATIVE PROGNOSTIC MARKERS","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Hospital for Sick Children; BC Children's Hospital; University of Toronto","funders":"","keywords":"Hotspot (geology); Biology; Medicine; Computational biology; Genetics; Geology","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":[0.0003775585,0.0002251721,0.0002555665,0.000861251,0.0001672284,0.0004572828,0.0002642648,0.0001983315,0.0009686683],"category_scores_gemma":[0.0007525976,0.0001565996,0.0001969312,0.0007239956,0.0002467986,0.0001482271,0.0002824983,0.0001985769,0.000327673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003485724,"about_ca_system_score_gemma":0.0002019384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001689905,"about_ca_topic_score_gemma":0.002983202,"domain_scores_codex":[0.9996505,0.0000570399,0.00002723128,0.00008786417,0.0001189738,0.00005837156],"domain_scores_gemma":[0.9996831,0.00006797905,0.00009369771,0.00003972113,0.00007295244,0.00004257876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004279272,0.00004691762,0.8216667,0.00008623121,0.00007671639,0.00106181,0.000277473,0.0003736312,0.15849,0.0001102149,0.0003812839,0.01700113],"study_design_scores_gemma":[0.00001414506,0.000531956,0.933453,0.000009828636,0.00008163334,0.006265271,0.0002636806,0.001428481,0.05575754,0.0000853507,0.00209696,0.00001200324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970061,0.0005850948,0.001190912,0.00001709689,0.000005551701,0.00002883088,0.000522014,0.00003384106,0.0006104854],"genre_scores_gemma":[0.9978439,0.0002133033,0.00106125,0.00001678512,0.00000388211,0.00001996315,0.0006025296,0.000008112492,0.0002303066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001689905,"threshold_uncertainty_score":0.003360152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558835371422226,"score_gpt":0.2911796878861485,"score_spread":0.2755913341719263,"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."}}