{"id":"W2419000433","doi":"10.1093/neuonc/nov234.20","title":"STEM-20MAPPING DYNAMICS OF CELL DIVISION AND GENE EXPRESSION AT THE SINGLE CELL LEVEL TO UNDERSTAND GLIOMA CELL STATES","year":2015,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Glioma; Epigenetics; Biology; Cell growth; Cell; Cell division; Cancer research; Stem cell; Cancer cell; Cancer stem cell; Cancer; Cell biology; Gene; 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":[0.000206723,0.0002291658,0.0003311833,0.0008773638,0.0001777521,0.000433267,0.0001750659,0.0002433175,0.002034048],"category_scores_gemma":[0.0002242337,0.0001758374,0.0002700295,0.0007185456,0.0002565729,0.0003252845,0.0002474635,0.0004478084,0.0005151647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003776512,"about_ca_system_score_gemma":0.0002290865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009219861,"about_ca_topic_score_gemma":0.002887087,"domain_scores_codex":[0.9998598,0.00001090231,0.000007933801,0.0000552491,0.00004708395,0.00001895486],"domain_scores_gemma":[0.9998425,0.00003701164,0.00004537996,0.00001931986,0.00003506976,0.00002062457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005197284,0.00001492721,0.003334871,0.00005830699,0.000009801758,0.00002078589,0.00007865347,0.0005123468,0.986452,0.0002726513,0.00007437556,0.00911947],"study_design_scores_gemma":[0.000006523502,0.0002266108,0.08592769,0.00002110303,0.00004955126,0.0001480627,0.000180276,0.01074381,0.8929852,0.0008258269,0.008863883,0.00002157471],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8891129,0.001868467,0.09602693,0.0001145278,0.00003790727,0.0001507097,0.006666232,0.0008009047,0.005221426],"genre_scores_gemma":[0.9116516,0.002345713,0.07238498,0.0001849263,0.0000242121,0.0004450292,0.005585828,0.0002050699,0.007172551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002034048,"threshold_uncertainty_score":0.006804526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06289953077619981,"score_gpt":0.2877279658875742,"score_spread":0.2248284351113743,"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."}}