{"id":"W4388589064","doi":"10.1093/neuonc/noad179.0692","title":"PATH-63. NEXT GENERATION SEQUENCING FOR CNS TUMORS IN CHILDREN; DOES IT ADD VALUE IN A MIDDLE-INCOME COUNTRY SETUP?","year":2023,"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":"Medicine; Trametinib; Oncology; Internal medicine; Targeted therapy; Dabrafenib; Glioma; Sarcoma; Cancer; Pathology; Cancer research; MAPK/ERK pathway; Metastatic melanoma; Kinase","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":[0.004218914,0.000383625,0.0004184928,0.0008211714,0.0003004619,0.001246736,0.0006996825,0.0008604549,0.01435837],"category_scores_gemma":[0.006793168,0.000146356,0.0003218168,0.001152542,0.0007375459,0.00156331,0.0009645738,0.001179928,0.002861419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166087,"about_ca_system_score_gemma":0.00364199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004715553,"about_ca_topic_score_gemma":0.008522791,"domain_scores_codex":[0.9987422,0.0004966474,0.0001034327,0.0001721562,0.0003064927,0.0001791456],"domain_scores_gemma":[0.9935696,0.001802215,0.001019885,0.0001941548,0.00206666,0.00134737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001245422,0.0001306027,0.2315661,0.001793782,0.0001121593,0.002680185,0.0006077096,0.000908525,0.004742163,0.002708696,0.08095573,0.6725488],"study_design_scores_gemma":[0.0003079102,0.001868613,0.3401311,0.007463411,0.000274376,0.01142046,0.004611765,0.003125195,0.009389835,0.006983265,0.6142755,0.0001486026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4696682,0.1292275,0.02064041,0.2609324,0.004424602,0.0008029643,0.02569399,0.003321551,0.08528844],"genre_scores_gemma":[0.7320068,0.07262207,0.1165721,0.04423392,0.002425143,0.0007291966,0.01459295,0.001387739,0.01543011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01435837,"threshold_uncertainty_score":0.04803354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05613365512920913,"score_gpt":0.3043581957851118,"score_spread":0.2482245406559027,"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."}}