{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002853285,0.0002507648,0.0005961628,0.0008614268,0.0001175503,0.00003118938,0.0001492274,0.0002128814,0.0002354102],"category_scores_gemma":[0.0002158466,0.0002221799,0.0001592677,0.001342967,0.00012702,0.00009942334,0.0001457627,0.0003673627,0.0005843205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003663799,"about_ca_system_score_gemma":0.0001243496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001408812,"about_ca_topic_score_gemma":0.0001713585,"domain_scores_codex":[0.9977923,0.0002589026,0.0004680825,0.0005816362,0.0003165315,0.0005825546],"domain_scores_gemma":[0.9980425,0.001200258,0.0001148293,0.0004060094,0.00005792326,0.0001784273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003395577,0.002481272,0.5578254,0.0001926435,0.0001461149,0.02228551,0.002345368,0.0001839844,0.3338895,0.005466412,0.0402102,0.03463404],"study_design_scores_gemma":[0.01152422,0.002626552,0.7663361,0.00008453114,0.0002384832,0.0005032544,0.001329112,0.0001745253,0.08250792,0.003033557,0.131147,0.0004947052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901054,0.001286831,0.000002582455,0.005638284,0.001522781,0.0005440466,0.00001583281,0.0002603839,0.0006238753],"genre_scores_gemma":[0.9972941,0.00134772,0.000105318,0.0003906833,0.0004570312,0.0002369055,0.00006541486,0.00004956722,0.00005323079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2513815,"threshold_uncertainty_score":0.9060233,"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."}}