{"id":"W3111884990","doi":"10.1093/neuonc/noaa215.306","title":"EPCO-27. GLIOMA SINGLE CELL MULTI-OMIC ANALYSES REVEALS REGULATORS OF PLASTICITY AND ADAPTIVE STRESS RESPONSE","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Epigenetics and DNA Methylation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Epigenetics; Biology; DNA methylation; Transcriptome; Glioma; Stem cell; Histone; Carcinogenesis; Transcription factor; Genetics; Cancer research; Gene; Gene expression","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":[0.0008237703,0.0007112894,0.0008966783,0.001837949,0.0007510959,0.001168082,0.0006874966,0.000539859,0.005982023],"category_scores_gemma":[0.0007087617,0.000322097,0.0007249494,0.001771745,0.0002647982,0.0003473897,0.0008655306,0.0006295107,0.004838096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000756404,"about_ca_system_score_gemma":0.0009705251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005467242,"about_ca_topic_score_gemma":0.009500765,"domain_scores_codex":[0.9994198,0.00003796666,0.0000374683,0.0001902128,0.0002054375,0.0001092713],"domain_scores_gemma":[0.9994739,0.00008849156,0.0000860467,0.0001095363,0.0001573836,0.00008467745],"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":[0.001463818,0.00008540107,0.02010731,0.0007444195,0.0002018339,0.0003140593,0.0001337686,0.001571654,0.9338766,0.001375514,0.01588753,0.02423802],"study_design_scores_gemma":[0.0002571129,0.0007322252,0.3138978,0.0001793947,0.0004481791,0.001966839,0.0002735948,0.03706128,0.4750804,0.002496014,0.1674406,0.0001665307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.4566417,0.002660771,0.03478766,0.0005816257,0.0001796527,0.0003109578,0.4791413,0.01011907,0.01557721],"genre_scores_gemma":[0.4077779,0.00103035,0.04547476,0.0004970225,0.00004208238,0.0005177374,0.5332289,0.002321063,0.009110206],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005982023,"threshold_uncertainty_score":0.02001184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05367836110658179,"score_gpt":0.318715153809698,"score_spread":0.2650367927031162,"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."}}