{"id":"W4416084814","doi":"10.1093/neuonc/noaf201.0077","title":"ANGI-11. MESENCHYMAL STEM CELLS AND PERIVASCULAR STROMA ARE ASSOCIATED WITH MICROVASCULAR PROLIFERATION, IMMUNOSUPPRESSION, AND POOR OUTCOME IN GLIOMA","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mesenchymal stem cell; PDGFRB; Stromal cell; Glioma; Transcriptome; Immune system; CD34; Stem cell; Single-cell analysis; Gene signature","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":[0.0001561855,0.0001698768,0.0002140632,0.0005597096,0.0001583213,0.0004053971,0.0001419891,0.0002325761,0.001593979],"category_scores_gemma":[0.0002355714,0.00009191147,0.0002158566,0.0005158856,0.000197768,0.0000910965,0.0002156447,0.0002887716,0.0003000317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001653142,"about_ca_system_score_gemma":0.0002157483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001142725,"about_ca_topic_score_gemma":0.001751453,"domain_scores_codex":[0.9999,0.0000135675,0.000008467635,0.0000306594,0.00002587597,0.00002150761],"domain_scores_gemma":[0.9997157,0.00002862174,0.0001430719,0.00001353982,0.00002614987,0.00007287186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002005595,0.00008995362,0.8819249,0.0002193147,0.0002421945,0.0005461692,0.0001181146,0.0003848911,0.09671961,0.0001307101,0.0006053882,0.01701317],"study_design_scores_gemma":[0.000007016253,0.0001400725,0.9922858,0.000013507,0.00008914441,0.0008457364,0.000126279,0.0006094722,0.005100178,0.0001383975,0.0006372933,0.000006962123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980797,0.0006269421,0.0002340646,0.00003732874,0.000007380163,0.00000463208,0.0006085671,0.00002519438,0.0003761685],"genre_scores_gemma":[0.9985034,0.000190972,0.0002136473,0.00002484082,0.000006822639,0.000006130087,0.0006982696,0.000004316013,0.0003516387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001593979,"threshold_uncertainty_score":0.00533241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031928836619211,"score_gpt":0.2375107797627484,"score_spread":0.2271914913965563,"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."}}