{"id":"W3093953595","doi":"10.1016/j.ijrobp.2020.07.081","title":"TGM2 Novel Biomarker Of Radiation Response After Neo-Adjuvant TMZ In Glioblastoma","year":2020,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Blood properties and coagulation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Temozolomide; Radioresistance; Cancer research; Medicine; In vivo; Adjuvant; Glioma; Downregulation and upregulation; Dacarbazine; Radiation therapy; Oncology; Biology; Internal medicine; Gene; Melanoma","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":[0.0003670083,0.0003524354,0.0004544989,0.0006309286,0.0002901611,0.0008609811,0.0002868177,0.0005618829,0.001275236],"category_scores_gemma":[0.0008213139,0.0001139464,0.0003357201,0.0005460682,0.0001962968,0.0003424296,0.0002937406,0.0004687919,0.0002445772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005767412,"about_ca_system_score_gemma":0.0003639064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001147081,"about_ca_topic_score_gemma":0.001499886,"domain_scores_codex":[0.9998224,0.00002403134,0.00001317491,0.00004897525,0.00004598188,0.00004533597],"domain_scores_gemma":[0.9997937,0.00003480521,0.00007392206,0.00001187981,0.00004332503,0.00004236413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00858645,0.0005425603,0.8102407,0.0004461498,0.0006727089,0.001060098,0.0003185605,0.002093943,0.08857308,0.0007300808,0.006075385,0.08066028],"study_design_scores_gemma":[0.0001940331,0.001919035,0.9213098,0.0001022425,0.001014465,0.003262608,0.0005681139,0.01067147,0.04412798,0.001934825,0.01482887,0.00006651632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934325,0.003178676,0.0005455834,0.0002979426,0.00006967746,0.00002800349,0.0008645527,0.00005286601,0.001530237],"genre_scores_gemma":[0.996398,0.0005673631,0.0004459867,0.0001277968,0.00005982889,0.00005110394,0.001200728,0.000009642035,0.001139453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001275236,"threshold_uncertainty_score":0.004266083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727404107830886,"score_gpt":0.3127077937142679,"score_spread":0.285433752635959,"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."}}