{"id":"W4415498915","doi":"10.1007/s11060-025-05308-2","title":"Diffuse pontine glioma (DPG): shorter or longer treatment time?","year":2025,"lang":"en","type":"article","venue":"Journal of Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; CReATe Fertility Centre","funders":"","keywords":"Glioma; Astrocytoma; Disease; Temozolomide","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":[0.001015419,0.0002402426,0.001202591,0.0004057292,0.0004228677,0.001271181,0.0006356079,0.001123081,0.01055662],"category_scores_gemma":[0.004620185,0.00008930879,0.00101838,0.0007814082,0.0004355116,0.002133277,0.0002996598,0.001667813,0.0009175163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001053958,"about_ca_system_score_gemma":0.001509527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955388,"about_ca_topic_score_gemma":0.00383058,"domain_scores_codex":[0.9994769,0.00009201536,0.00009122426,0.000129883,0.0001000204,0.0001101005],"domain_scores_gemma":[0.9979066,0.0007109561,0.0006758959,0.00004596811,0.0002060973,0.0004545526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01220792,0.001174791,0.1456656,0.003448795,0.001295992,0.003593856,0.0005750931,0.001361972,0.007878934,0.006524921,0.01946854,0.7968036],"study_design_scores_gemma":[0.002468449,0.01609478,0.6764818,0.003843476,0.00543217,0.04217519,0.004172232,0.002618794,0.006081126,0.03083607,0.2093961,0.0003998254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6535636,0.280017,0.003113458,0.04363565,0.003677964,0.00009471984,0.001473121,0.0000971688,0.01432726],"genre_scores_gemma":[0.9467773,0.03754758,0.001959714,0.005987235,0.0031605,0.0001054227,0.001388093,0.000070513,0.003003584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01055662,"threshold_uncertainty_score":0.03531539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306349272888317,"score_gpt":0.3309113044332164,"score_spread":0.3078478117043332,"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."}}