{"id":"W4409338922","doi":"10.3390/cells14080562","title":"Glioblastoma Stem Cells at the Nexus of Tumor Heterogeneity, Immune Evasion, and Therapeutic Resistance","year":2025,"lang":"en","type":"review","venue":"Cells","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Cancer Institute","keywords":"Glioblastoma; Evasion (ethics); Nexus (standard); Immune system; Resistance (ecology); Stem cell; Immune surveillance; Cancer research; Biology; Immunology; Genetics; Computer science; Ecology","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":[0.0003259305,0.000228467,0.0005857892,0.000743867,0.0002697509,0.001402747,0.0003037899,0.0005739352,0.001105489],"category_scores_gemma":[0.000362653,0.0001646492,0.0002307532,0.0004770201,0.0004766101,0.0006417236,0.0007310724,0.0008964053,0.0004944981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009619192,"about_ca_system_score_gemma":0.0006703541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00138088,"about_ca_topic_score_gemma":0.002132291,"domain_scores_codex":[0.9996965,0.00004047683,0.00001746458,0.00004215782,0.0001382265,0.000065195],"domain_scores_gemma":[0.9998616,0.00001501071,0.00003453291,0.00001079014,0.00003603602,0.00004206193],"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":[0.000880819,0.0001969674,0.03726006,0.001588133,0.0002322759,0.004131014,0.001380228,0.004180815,0.3804905,0.04230465,0.02514535,0.5022091],"study_design_scores_gemma":[0.0002480595,0.001301499,0.1189037,0.001108209,0.0004332172,0.01429946,0.003414399,0.01658791,0.2863811,0.06985584,0.4872995,0.0001669847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7806083,0.1635187,0.01897939,0.01210481,0.0004698573,0.0001851562,0.001474535,0.0009765455,0.02168273],"genre_scores_gemma":[0.9666733,0.02537226,0.002268026,0.001645734,0.0001778364,0.00007977505,0.0006199016,0.00003718911,0.003126049],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001402747,"threshold_uncertainty_score":0.006979227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02863229926710604,"score_gpt":0.3001653294030809,"score_spread":0.2715330301359749,"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."}}