{"id":"W2346226649","doi":"10.1093/neuonc/nov206.29","title":"ATCT-29INVESTIGATING THE EFFECT OF REIRRADIATION OR SYSTEMIC THERAPY IN PATIENTS WITH GBM AFTER TUMOR PROGRESSION: A SECONDARY ANALYSIS OF THE NRG ONCOLOGY/RTOG 0525","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":"Hôtel-Dieu de Québec; Concordia University; McGill University","funders":"","keywords":"Medicine; Systemic therapy; Oncology; Internal medicine; Cancer","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":[0.003770034,0.0006166306,0.001345768,0.000779609,0.0002473446,0.0007527837,0.0005074904,0.0003904933,0.002086389],"category_scores_gemma":[0.003666833,0.0001756251,0.003515308,0.0007070899,0.0002623178,0.0002925321,0.0005752841,0.0009922633,0.0003167451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009936402,"about_ca_system_score_gemma":0.001363715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002752288,"about_ca_topic_score_gemma":0.005529524,"domain_scores_codex":[0.9978788,0.001058262,0.0001665268,0.000339186,0.0003867867,0.0001704733],"domain_scores_gemma":[0.9958366,0.001210531,0.001467006,0.0005465162,0.0003869016,0.0005523565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1915926,0.002366773,0.7414647,0.001026013,0.01242069,0.0004069768,0.0002189263,0.002314377,0.005440721,0.0002102904,0.004255868,0.03828213],"study_design_scores_gemma":[0.006303915,0.03456124,0.945349,0.0000777212,0.005849343,0.0003122042,0.00008037116,0.001663795,0.001762494,0.0001345239,0.003879176,0.00002634609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952816,0.00106042,0.0003407183,0.00007482954,0.00002360945,0.0002242773,0.002113735,0.00002217486,0.0008585117],"genre_scores_gemma":[0.9950128,0.0001869951,0.0002879999,0.0001435715,0.00005256847,0.000226736,0.003529208,0.00001322867,0.0005468192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003770034,"threshold_uncertainty_score":0.01993811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574087746041735,"score_gpt":0.2956206174277451,"score_spread":0.2798797399673277,"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."}}