{"id":"W2588682906","doi":"10.29046/tbj.003.1.005","title":"Acute Neurological Toxicity (NT) and Long-Term Outcomes in High-grade Glioma RTOG Trials","year":2010,"lang":"en","type":"article","venue":"","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Glioma; Radiation therapy; Toxicity; Incidence (geometry); Chemotherapy; Oncology; Acute toxicity; Internal 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":[0.01156026,0.0002569846,0.001052383,0.0005966216,0.0003431345,0.001393131,0.0006173242,0.0005318751,0.002159758],"category_scores_gemma":[0.0228853,0.0001472877,0.001699441,0.001667951,0.0003831415,0.001096449,0.0006857184,0.0008596579,0.000254532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008282054,"about_ca_system_score_gemma":0.001165678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005264447,"about_ca_topic_score_gemma":0.001459204,"domain_scores_codex":[0.9892048,0.007320537,0.002315522,0.0003438684,0.000527701,0.0002875617],"domain_scores_gemma":[0.9752638,0.01046645,0.01082612,0.000783185,0.001118008,0.001542422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2418961,0.001414453,0.5722328,0.01499534,0.03127711,0.0003818118,0.0003948153,0.003454325,0.001434466,0.001081564,0.01256066,0.1188765],"study_design_scores_gemma":[0.06832765,0.04673446,0.811476,0.004968151,0.03103265,0.001706156,0.0004201593,0.002324726,0.002853457,0.003291221,0.02670997,0.0001554612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114547,0.07282373,0.0005278128,0.001764066,0.000189078,0.0009849117,0.00710918,0.00002748932,0.005119159],"genre_scores_gemma":[0.9867312,0.007184511,0.0004239332,0.0005718524,0.0001895128,0.001090996,0.00342464,0.00001123531,0.000372158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01156026,"threshold_uncertainty_score":0.06113726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04709713737246987,"score_gpt":0.3406931040764813,"score_spread":0.2935959667040114,"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."}}