{"id":"W4407181767","doi":"10.3389/fonc.2025.1526669","title":"Editorial: Updates on the management of glioblastoma","year":2025,"lang":"en","type":"editorial","venue":"Frontiers in Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Lawson Health Research Institute; University of Windsor","funders":"","keywords":"Glioblastoma; Medicine; Computer science; Data science; 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":[0.002451339,0.001937789,0.002432887,0.003066879,0.001282188,0.003358434,0.002139508,0.007134418,0.01331394],"category_scores_gemma":[0.01427925,0.0005357445,0.001689203,0.001152616,0.001199674,0.003541211,0.001112046,0.007800923,0.009023102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804927,"about_ca_system_score_gemma":0.001770923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047646,"about_ca_topic_score_gemma":0.002080822,"domain_scores_codex":[0.997928,0.0003525916,0.0003945319,0.0002450903,0.0009043189,0.0001754179],"domain_scores_gemma":[0.9888157,0.003577148,0.0009766176,0.0001812299,0.004899464,0.00154983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004450829,0.00001554665,0.00004862975,0.0005515597,0.00001384781,0.0001832007,0.00001713911,0.00003543553,0.00008147742,0.0002677633,0.9728314,0.0259095],"study_design_scores_gemma":[0.00003253999,0.00005269596,0.0002705643,0.001088402,0.00004429847,0.0009578367,0.00004350857,0.00005888804,0.0001077611,0.0005130103,0.9968128,0.00001782143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001335946,0.05215903,0.0001985935,0.04643991,0.8978926,0.00002391854,0.00008376177,0.00008535738,0.002983192],"genre_scores_gemma":[0.0006544357,0.03539741,0.0001742488,0.02264626,0.9369073,0.00001996587,0.00008173711,0.00003422669,0.004084335],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01331394,"threshold_uncertainty_score":0.04453957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006119851194624082,"score_gpt":0.2871284444465708,"score_spread":0.2810085932519467,"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."}}