{"id":"W4281687841","doi":"10.1093/neuonc/noac079.324","title":"LGG-08. MR Imaging of pediatric low-grade gliomas: Pretherapeutic differentiation of<i>BRAF</i> V600E mutation,<i>BRAF</i>-Fused and Wild-Type tumors in patients without Neurofibromatosis-1","year":2022,"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 British Columbia; Public Health Ontario; BC Children's Hospital; Dalhousie University; University of Toronto; Izaak Walton Killam Health Centre","funders":"","keywords":"V600E; Medicine; Wild type; Mutation; Magnetic resonance imaging; Cancer research; Mutant; Pathology; Nuclear medicine; Radiology; Biology; Gene; Genetics","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":[0.0009725977,0.0001951945,0.0002217599,0.0009612944,0.0001458717,0.0003536081,0.0003158998,0.0003755225,0.001038322],"category_scores_gemma":[0.003175142,0.0001600874,0.0001489001,0.0007173896,0.0002736303,0.0003530593,0.0003395235,0.0001611215,0.0004533934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004162137,"about_ca_system_score_gemma":0.0003603394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001950104,"about_ca_topic_score_gemma":0.002699453,"domain_scores_codex":[0.999571,0.0001607559,0.00006145645,0.00007707955,0.00007576898,0.00005385101],"domain_scores_gemma":[0.9982889,0.0003770674,0.0006853771,0.00007546403,0.0002979308,0.0002751767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001441944,0.00001019322,0.9978611,0.00001071985,0.00000756526,0.0001373364,0.00002130708,0.00002851208,0.0002527381,0.000003766875,0.0001011293,0.001421563],"study_design_scores_gemma":[0.00001486645,0.0001866347,0.9969453,0.00000886388,0.00002154154,0.001841174,0.000107548,0.0002121921,0.0004163246,0.00001418059,0.0002285321,0.00000281133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991704,0.0001487901,0.00009084075,0.00002660337,0.000002766889,0.00001087874,0.0002327842,0.000008890088,0.0003081449],"genre_scores_gemma":[0.998925,0.0000454222,0.0003971602,0.00001679228,0.000004184395,0.00001490282,0.0005009563,0.000004602874,0.00009092296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001950104,"threshold_uncertainty_score":0.005143642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158709333729969,"score_gpt":0.2622167037895961,"score_spread":0.2506296104522964,"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."}}