{"id":"W17842817","doi":"10.1023/a:1013337802429","title":"Radiation-induced Glioma Presenting as Diffuse Leptomeningeal Gliomatosis: A Case Report","year":2001,"lang":"en","type":"article","venue":"Journal of Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Radiation therapy; Headaches; Glioma; Chemotherapy; Infiltration (HVAC); Parenchyma; Radiology; Pathology; Surgery","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":[0.0006673772,0.0001985638,0.0006691919,0.0004470205,0.000129868,0.00003095782,0.00009607746,0.0001421879,0.0001726029],"category_scores_gemma":[0.00105964,0.0001548858,0.0003056838,0.0004054587,0.00004658131,0.0001673043,0.00005569573,0.0004243326,0.00002443519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002666117,"about_ca_system_score_gemma":0.0004834145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000598389,"about_ca_topic_score_gemma":0.000009408165,"domain_scores_codex":[0.997719,0.0002743992,0.0009992276,0.0002410963,0.0004127667,0.0003534969],"domain_scores_gemma":[0.9974456,0.0004933554,0.001087816,0.0002959944,0.0002663975,0.0004108155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0005841817,0.001268988,0.00937138,0.00001809523,0.000384163,0.9329432,0.0005239799,0.00001845401,0.03043145,0.00001743666,0.002339641,0.02209907],"study_design_scores_gemma":[0.006521672,0.003704217,0.003233109,0.0000316211,0.0005755294,0.9382495,0.0004252931,0.0002879059,0.004624038,0.00005656871,0.04218584,0.000104671],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899743,0.000306421,0.00007073784,0.006890473,0.0008387188,0.0002829385,0.000002325004,0.00002888662,0.001605208],"genre_scores_gemma":[0.9960274,0.00009949204,0.002182777,0.0007814334,0.0007536794,0.00001223347,0.000004710602,0.00003412828,0.0001041933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0398462,"threshold_uncertainty_score":0.6316059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723262943840882,"score_gpt":0.3561899220697751,"score_spread":0.3189572926313662,"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."}}