{"id":"W4416140212","doi":"10.1093/neuonc/noaf201.0977","title":"PATH-25. Identifying the molecular signature of infiltrating edge cells in glioblastoma as drivers of tumour invasion and recurrence","year":2025,"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":"Princess Margaret Cancer Centre; University of Toronto; University Health Network; St. Michael's Hospital; Structural Genomics Consortium; Hospital for Sick Children","funders":"","keywords":"Gene signature; Context (archaeology); Glioblastoma; Gene; Gene expression; Cell; Tumour heterogeneity; Population","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":[0.00007719608,0.0001475069,0.0001899254,0.0005196497,0.0001543588,0.0003591448,0.0001024159,0.0001442826,0.0013749],"category_scores_gemma":[0.00009764368,0.0001013066,0.0001508953,0.0004172786,0.0001696838,0.0001249908,0.0002068161,0.0001846822,0.0002991736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000190845,"about_ca_system_score_gemma":0.0001534576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043328,"about_ca_topic_score_gemma":0.001967166,"domain_scores_codex":[0.999935,0.000005249681,0.000004014846,0.00001820048,0.00001569684,0.00002175211],"domain_scores_gemma":[0.9999244,0.000007773345,0.00002872883,0.000005180674,0.00001366369,0.00002017605],"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":[0.0003845582,0.00002567108,0.09326656,0.0001108016,0.00002458513,0.0002553931,0.0001521342,0.0002873919,0.8924291,0.0001710452,0.0001956504,0.01269716],"study_design_scores_gemma":[0.000007728618,0.0002616056,0.8632121,0.00001359575,0.00005458537,0.0008968424,0.0003560059,0.002492489,0.1295818,0.0002269284,0.002884767,0.00001154096],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971712,0.0004854434,0.001023144,0.00002505925,0.000003591105,0.00001069418,0.000669163,0.00003645133,0.0005753913],"genre_scores_gemma":[0.9973374,0.0001830703,0.00111372,0.00001814736,0.000002849333,0.00001564751,0.0007379726,0.000009974432,0.0005810927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0013749,"threshold_uncertainty_score":0.004599512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356738376759622,"score_gpt":0.2887506073867453,"score_spread":0.2751832236191491,"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."}}