{"id":"W4309016097","doi":"10.1093/neuonc/noac209.756","title":"NCOG-03. IMPACT OF THE RATE OF RADIOGRAPHIC RESPONSE (RR) OF BRAIN METASTASES (BM) TO WHOLE BRAIN RADIATION THERAPY (WBRT) ON NEUROCOGNITIVE FUNCTION (NCF) ON NRG-CC001","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Saskatchewan Cancer Agency","funders":"","keywords":"Medicine; Internal medicine; Neurocognitive; Randomized controlled trial; Logistic regression; Whole brain radiotherapy; Clinical trial; Oncology; Cancer; Cognition; Brain metastasis","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":[0.005894217,0.0002768254,0.00100777,0.0003323627,0.0002151089,0.0007407452,0.001028748,0.0004890418,0.004865732],"category_scores_gemma":[0.009554958,0.0001118981,0.0009159436,0.0009683896,0.0004213264,0.0004577261,0.0003490317,0.0009642077,0.0008837782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539189,"about_ca_system_score_gemma":0.002539058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006734214,"about_ca_topic_score_gemma":0.01469514,"domain_scores_codex":[0.9962748,0.002262487,0.0002554755,0.0003540761,0.0006105122,0.0002427371],"domain_scores_gemma":[0.9899042,0.004468473,0.00238907,0.0006840383,0.0008121986,0.001741987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4755538,0.00410763,0.3191595,0.001035164,0.002476662,0.00007925052,0.0001439537,0.0033167,0.00328112,0.0003692317,0.01766723,0.1728098],"study_design_scores_gemma":[0.03875805,0.05546495,0.8857585,0.0001379259,0.001556035,0.0001645285,0.000104739,0.0033553,0.002852272,0.000399329,0.01140023,0.00004820388],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766639,0.002083185,0.0002752323,0.0008822163,0.0001004663,0.0007060787,0.01120506,0.0001346473,0.007949243],"genre_scores_gemma":[0.9884031,0.0002982445,0.0007495679,0.000476787,0.00005793418,0.001102091,0.006966352,0.00005537262,0.001890502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006734214,"threshold_uncertainty_score":0.03117198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0316856420480753,"score_gpt":0.3566846317478773,"score_spread":0.3249989896998021,"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."}}