{"id":"W4389522655","doi":"10.1093/noajnl/vdad141.054","title":"10125-GGE-10 EVALUATION OF MGMT PROMOTER METHYLATION STATUS OF GBM CELL LINE CLONAL POPULATION.","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Methylation; CpG site; Epigenetics; Methyltransferase; Biology; Pyrosequencing; DNA methylation; Molecular biology; Bisulfite sequencing; Cancer research; Population; Promoter; Genetics; Gene; Medicine; Gene expression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004342725,0.000129628,0.000385302,0.0002444545,0.00004357223,0.000002769585,0.0000468787,0.0001032112,0.0003074004],"category_scores_gemma":[0.0004277896,0.0001074904,0.0000901637,0.0004244768,0.00006794529,0.0001401894,0.00003025092,0.00009516101,0.000037326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088502,"about_ca_system_score_gemma":0.000156268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004024138,"about_ca_topic_score_gemma":0.00006130209,"domain_scores_codex":[0.9983306,0.0002189448,0.0004516742,0.0002666104,0.0004974971,0.0002346628],"domain_scores_gemma":[0.9984965,0.0004366181,0.0003488024,0.0002027828,0.0004365674,0.00007872394],"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":[0.0007760309,0.002180132,0.35853,0.0003394851,0.0001460213,0.00006459423,0.0006429978,0.01343201,0.3956526,0.0002915711,0.001101937,0.2268426],"study_design_scores_gemma":[0.007465186,0.003817334,0.6224841,0.00006606256,0.0008662516,0.00001820699,0.0001951676,0.009269588,0.3350071,0.002188317,0.01845842,0.0001642103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951029,0.001511426,0.00002135406,0.0006704063,0.000356609,0.0007438952,0.00002706862,0.00004448329,0.00152189],"genre_scores_gemma":[0.9978195,0.0005706926,0.0009677747,0.00006915311,0.00009021274,0.0001093749,0.0003008158,0.00001657911,0.00005592017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2639541,"threshold_uncertainty_score":0.4383332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04922459835900345,"score_gpt":0.3808343986556408,"score_spread":0.3316098002966373,"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."}}