{"id":"W7132966102","doi":"","title":"DEVELOPING A MODEL OF GLIOBLASTOMA MULTIFORME WITH VASCULARIZED CEREBRAL ORGANOIDS","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Amgen (Canada)","funders":"","keywords":"Organoid; Glioblastoma; Stromal cell; Malignancy; Cell culture; Cancer; Cell; Radiation therapy; Tumor microenvironment","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":[0.0001538745,0.0004235368,0.0002767926,0.0003973953,0.000249614,0.0004380587,0.000546209,0.0004786872,0.0009201737],"category_scores_gemma":[0.00006495733,0.0002141185,0.0003681378,0.0002890614,0.0003336195,0.000258369,0.0003678125,0.0006545144,0.0003885553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000585399,"about_ca_system_score_gemma":0.00062206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004486363,"about_ca_topic_score_gemma":0.004705499,"domain_scores_codex":[0.9998823,0.00001096592,0.000007266106,0.00002842392,0.00004677102,0.00002422409],"domain_scores_gemma":[0.9999301,0.00001183775,0.00001685278,0.000009977795,0.000009309574,0.00002193425],"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":[0.0001506181,0.00008716602,0.0003001616,0.0001750931,0.00001533755,0.0007458738,0.0001505031,0.006589118,0.9829376,0.003699403,0.0004253044,0.004723737],"study_design_scores_gemma":[0.00008187345,0.001005402,0.002445928,0.00006747204,0.0000752822,0.001687068,0.0002066004,0.02681961,0.9166123,0.001300357,0.04965223,0.00004590132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8785828,0.004157776,0.09315377,0.0005989705,0.0003794951,0.0007156699,0.003797027,0.0006056955,0.01800883],"genre_scores_gemma":[0.9252918,0.003511681,0.05744681,0.00009926722,0.00001959551,0.0007763592,0.001617796,0.000060094,0.01117648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004486363,"threshold_uncertainty_score":0.008920491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216176012198683,"score_gpt":0.3163771401538034,"score_spread":0.2942153800318166,"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."}}