{"id":"W4286500338","doi":"10.3174/ajnr.a7574","title":"MR Imaging of Pediatric Low-Grade Gliomas: Pretherapeutic Differentiation of<i>BRAF</i>V600E Mutation,<i>BRAF</i>Fusion, and Wild-Type Tumors in Patients without Neurofibromatosis-1","year":2022,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; University of British Columbia; Public Health Ontario; BC Children's Hospital; Dalhousie University; University of Toronto; Izaak Walton Killam Health Centre","funders":"IWK Health Centre","keywords":"Medicine; Neurofibromatosis; V600E; Magnetic resonance imaging; Retrospective cohort study; Mutation; Radiology; Pathology; Cancer research; Oncology; Biology; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005282178,0.0002240595,0.0001794261,0.0009906108,0.0002103316,0.0003867781,0.0002745219,0.0003358599,0.0006894098],"category_scores_gemma":[0.002323764,0.0002936361,0.0001832446,0.0007479777,0.0003585503,0.0005020394,0.0003011003,0.000210161,0.0002008398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004416729,"about_ca_system_score_gemma":0.0003773187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004046422,"about_ca_topic_score_gemma":0.004598589,"domain_scores_codex":[0.9997036,0.00007890901,0.00005318943,0.00006753399,0.0000456737,0.00005113724],"domain_scores_gemma":[0.9987336,0.0002772657,0.0006183622,0.00007093362,0.0001637403,0.0001361033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001116053,0.0000124295,0.9983715,0.000007509668,0.000008168797,0.0002145374,0.00003811324,0.00003162961,0.0003836807,0.000003687506,0.00002585269,0.0007912989],"study_design_scores_gemma":[0.000008213479,0.0001182003,0.9964322,0.000005854211,0.00002146524,0.002422902,0.0001985116,0.0001868832,0.0005048258,0.00001172017,0.00008569456,0.000003528358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996527,0.0001102709,0.00004842189,0.000006518795,0.000001058856,0.00000408533,0.00006976404,0.000002264813,0.0001048324],"genre_scores_gemma":[0.9996747,0.0000685434,0.00009350357,0.000006163578,0.000003238985,0.000005021722,0.0001272324,0.000001220746,0.00002044874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004046422,"threshold_uncertainty_score":0.008045733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007506737629404316,"score_gpt":0.2428828232166389,"score_spread":0.2353760855872346,"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."}}