{"id":"W2784767526","doi":"10.1155/2018/9628289","title":"Association of Glioblastoma Multiforme Stem Cell Characteristics, Differentiation, and Microglia Marker Genes with Patient Survival","year":2018,"lang":"en","type":"article","venue":"Stem Cells International","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nestin; Homeobox protein NANOG; CD44; Stem cell marker; Stem cell; Neurosphere; Cancer research; Cancer stem cell; Abcg2; Biology; Glioma; Microglia; Neural stem cell; Cellular differentiation; Immunology; Embryonic stem cell; Cell; Cell biology; Adult stem cell; Gene; Induced pluripotent stem cell; Genetics","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":[0.0001927791,0.0001283723,0.000211076,0.0003631273,0.0001295646,0.0002136232,0.00007502201,0.0002007822,0.000885232],"category_scores_gemma":[0.0004811239,0.00004841051,0.0001794768,0.0003244006,0.000109855,0.0001566727,0.0001324799,0.0001994619,0.0001283551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191405,"about_ca_system_score_gemma":0.0001337196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006324478,"about_ca_topic_score_gemma":0.001016852,"domain_scores_codex":[0.9999061,0.00001539235,0.0000111814,0.0000204856,0.0000202013,0.00002664297],"domain_scores_gemma":[0.9997315,0.00004259857,0.0001148675,0.00001596344,0.00003959491,0.00005545557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005299356,0.00003325205,0.9851029,0.00002402195,0.00009455335,0.0001717378,0.000047315,0.0001176066,0.004522098,0.00004324429,0.000206316,0.009106928],"study_design_scores_gemma":[0.000003869383,0.0001184952,0.9978625,0.000003971454,0.00005109912,0.0004446446,0.00004957115,0.0002592416,0.0005694968,0.00009849688,0.0005351306,0.00000331293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998811,0.0006121196,0.00009198159,0.00004768822,0.000004586496,0.000001643848,0.0001918457,0.000005201787,0.0002338667],"genre_scores_gemma":[0.9994045,0.000125984,0.00005413722,0.00001391208,0.000005762962,0.000002652403,0.0002149084,0.000001135726,0.000177027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000885232,"threshold_uncertainty_score":0.002961338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00616366934581159,"score_gpt":0.2100966487820839,"score_spread":0.2039329794362723,"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."}}