{"id":"W4380355153","doi":"10.1093/neuonc/noad073.082","title":"DIPG-35. IDENTIFYING DRIVER-SPECIFIC VULNERABILITIES IN PAEDIATRIC HIGH GRADE GLIOMA SUBTYPES","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"","keywords":"Biology; Glioma; Cancer research; Transcriptome; Phenotype; Genetics; 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":[0.0002357143,0.0003242003,0.0004442258,0.000622752,0.0001855526,0.0003859837,0.0002631808,0.0004625787,0.003197388],"category_scores_gemma":[0.0002068011,0.0002073838,0.0003462734,0.0005086178,0.0002687441,0.0001372083,0.0004234901,0.0007096839,0.000738183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000522015,"about_ca_system_score_gemma":0.0003782749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001775624,"about_ca_topic_score_gemma":0.003375744,"domain_scores_codex":[0.9998103,0.00001684024,0.0000153894,0.00005448324,0.00005423208,0.00004882919],"domain_scores_gemma":[0.9998943,0.00002449327,0.00003041645,0.00001250638,0.00001005146,0.00002836556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004428333,0.00007891598,0.007475272,0.000280007,0.00005317003,0.0004248403,0.00006037193,0.0006077636,0.9715808,0.0003331358,0.0007425673,0.01792043],"study_design_scores_gemma":[0.0001455333,0.001910674,0.08866447,0.00007539218,0.0003309347,0.007753856,0.0002162777,0.004495592,0.8532942,0.0005604499,0.04251767,0.00003502266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638809,0.00381902,0.01255381,0.0003359161,0.00006762011,0.0004531333,0.01249037,0.0007850454,0.005614345],"genre_scores_gemma":[0.974707,0.002240553,0.009565204,0.0002260765,0.000008404521,0.0001702918,0.01012211,0.0001264257,0.002833941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003197388,"threshold_uncertainty_score":0.01069635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03810334214116783,"score_gpt":0.3066112993186172,"score_spread":0.2685079571774494,"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."}}