{"id":"W3032217128","doi":"10.3760/cma.j.issn.1004-4221.2016.12.004","title":"A prospective study of effects of whole brain radiotherapy on cognitive function and quality of life in patients with brain metastases from lung cancer","year":2016,"lang":"en","type":"article","venue":"Zhonghua fangshe zhongliuxue zazhi","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Lung cancer; Quality of life (healthcare); Cognition; Internal medicine; Radiation therapy; Oncology; Cancer; Mini–Mental State Examination; Cognitive impairment; Disease; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000576192,0.0003407079,0.0005732436,0.0003622625,0.0004908415,0.0003994377,0.0001667319,0.0003203758,0.0007897324],"category_scores_gemma":[0.001016675,0.0002223816,0.0009017105,0.0006549004,0.000186525,0.0003374736,0.0002391568,0.0004847285,0.000187112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002124121,"about_ca_system_score_gemma":0.0003861475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673621,"about_ca_topic_score_gemma":0.002984724,"domain_scores_codex":[0.9996873,0.00009229297,0.00004084531,0.00006858056,0.00005950279,0.00005154205],"domain_scores_gemma":[0.9993735,0.00009119935,0.0002497832,0.00002919519,0.00008394293,0.0001723334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0013772,0.0004209972,0.9942148,0.00007034993,0.0002962018,0.0001300838,0.00007566356,0.00005838569,0.0003378214,0.000006964351,0.00007589381,0.002935697],"study_design_scores_gemma":[0.00009629354,0.002474282,0.9965523,0.000008250727,0.0001688422,0.0002526894,0.0001030711,0.00006535872,0.00006268828,0.00001078678,0.0001995808,0.000005752607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985411,0.0009646413,0.00005574087,0.00002034423,0.000007616588,0.00002867833,0.0001725123,0.000001626209,0.0002076798],"genre_scores_gemma":[0.9991116,0.000305568,0.00007104877,0.00003613276,0.00001391573,0.00004025319,0.0002842523,8.77715e-7,0.000136351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001673621,"threshold_uncertainty_score":0.003327787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143100549342705,"score_gpt":0.2853633998550655,"score_spread":0.2739323943616385,"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."}}