{"id":"W4404237029","doi":"10.1093/neuonc/noae165.0050","title":"EPCO-51. A MULTI-OMIC ANALYSIS OF REGIONAL HETEROGENEITY IN GLIOBLASTOMA","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"ATP Synthase and ATPases Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Public Health","funders":"","keywords":"Glioblastoma; Computational biology; Biology; Cancer research","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":[0.0008045749,0.0004005693,0.0007642789,0.00244859,0.000519498,0.001348668,0.0003518447,0.0005217417,0.002722023],"category_scores_gemma":[0.001434554,0.0001891057,0.0006242677,0.002111498,0.0002552414,0.0003924703,0.0009089252,0.0003988433,0.001179556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005344371,"about_ca_system_score_gemma":0.0005352328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002652473,"about_ca_topic_score_gemma":0.005313689,"domain_scores_codex":[0.9993537,0.00006206228,0.00005059046,0.0002596716,0.00016161,0.0001122235],"domain_scores_gemma":[0.9992084,0.0002031302,0.0002130782,0.0001108833,0.0001784141,0.00008609344],"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":[0.001684601,0.0001466295,0.3996099,0.001154132,0.001158316,0.001009235,0.0004591595,0.004716973,0.4932259,0.001532123,0.01072755,0.08457559],"study_design_scores_gemma":[0.00006509461,0.0003640876,0.9131476,0.0001769203,0.0007171495,0.00160815,0.0005205176,0.02045615,0.03806059,0.002101385,0.02269932,0.0000830001],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898491,0.004029571,0.01394285,0.0003983097,0.0001160049,0.0001757057,0.07461189,0.001178303,0.007056406],"genre_scores_gemma":[0.9200833,0.0007806444,0.01607598,0.0004133212,0.00007563685,0.0003049703,0.059705,0.0003576597,0.002203576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002722023,"threshold_uncertainty_score":0.0091061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03463462110902515,"score_gpt":0.364454973327151,"score_spread":0.3298203522181259,"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."}}