{"id":"W2030452983","doi":"10.1158/1538-7445.fbcr13-b29","title":"Abstract B29: Defining subclonal signaling heterogeneity in glioblastoma multiforme (GBM)","year":2013,"lang":"en","type":"article","venue":"Cancer Research","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Biology; Temozolomide; Phenotype; Cancer research; Fluorescence in situ hybridization; Brain tumor; Somatic evolution in cancer; Erlotinib; Cell sorting; Oncogene; Genetic heterogeneity; Cancer; Glioblastoma; Cell; Genetics; Epidermal growth factor receptor; Pathology; Gene; Cell cycle; Medicine","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":[0.0001363624,0.0001595321,0.0002033672,0.0005971973,0.0001828407,0.000312376,0.0001301175,0.0002185061,0.001542857],"category_scores_gemma":[0.0002049035,0.00008928716,0.0001043225,0.0002859184,0.00012253,0.0001118394,0.0002662849,0.0001786337,0.000613557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000202796,"about_ca_system_score_gemma":0.0001332997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045971,"about_ca_topic_score_gemma":0.001087555,"domain_scores_codex":[0.9998788,0.00001410046,0.00001314456,0.00003424078,0.00003874091,0.00002106592],"domain_scores_gemma":[0.9998462,0.00002825367,0.00002898321,0.00001630194,0.00003529001,0.00004498912],"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":[0.0001524573,0.0000283616,0.008937564,0.00002525234,0.000007926034,0.0001243023,0.00004554911,0.0001200514,0.9871476,0.00009860842,0.00009873282,0.003213502],"study_design_scores_gemma":[0.00003905744,0.001075447,0.3970207,0.00002104724,0.00006826898,0.005485711,0.0002491395,0.0045397,0.5835392,0.0005285983,0.007412627,0.00002054501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972041,0.0004122465,0.001084037,0.0000257534,0.000003717276,0.00002217891,0.0004627804,0.00002455122,0.0007606775],"genre_scores_gemma":[0.9973883,0.0002451672,0.001031114,0.00003405951,0.000005126889,0.00002279097,0.000834891,0.00001559614,0.0004230443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001542857,"threshold_uncertainty_score":0.005161405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08579618997135796,"score_gpt":0.4070662053141568,"score_spread":0.3212700153427989,"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."}}