{"id":"W2072440770","doi":"10.1016/j.ijrobp.2008.06.1461","title":"Symptom Clusters in Patients with Brain Metastases Treated with Whole Brain Radiotherapy","year":2008,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Whole brain radiotherapy; Radiation therapy; Oncology; Internal medicine; Brain metastasis; Cancer; 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":[0.000149838,0.0002028361,0.000569613,0.0007149183,0.0006350977,0.0005717654,0.0002618191,0.0002983343,0.002024735],"category_scores_gemma":[0.001823452,0.000136738,0.0003900496,0.001216165,0.0002929469,0.0004969782,0.0006451252,0.0003951582,0.0001756588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005164492,"about_ca_system_score_gemma":0.0005975376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00651769,"about_ca_topic_score_gemma":0.008693153,"domain_scores_codex":[0.9997705,0.00004681398,0.00002618784,0.00004388164,0.00004222834,0.00007043667],"domain_scores_gemma":[0.999044,0.0001716206,0.000411586,0.00002306609,0.0000702071,0.0002794727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000994938,0.00004919885,0.9947925,0.00002167477,0.00005857169,0.000645023,0.0002023903,0.0001458833,0.0007596837,0.00003187741,0.0002672382,0.002030984],"study_design_scores_gemma":[0.00001271844,0.000158983,0.9984194,0.000002988337,0.00003025546,0.0007114171,0.0003237869,0.0001131216,0.00004868223,0.0000394299,0.0001335373,0.000005732102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988859,0.00023031,0.00003287407,0.0000558179,0.000006241119,0.00000850849,0.0002098653,0.000003069976,0.0005673688],"genre_scores_gemma":[0.9995134,0.00006280436,0.00002786079,0.00002167193,0.000008836337,0.000005174141,0.0002665816,0.00000223132,0.00009152982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00651769,"threshold_uncertainty_score":0.01295948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228125365581577,"score_gpt":0.2914872804164033,"score_spread":0.2792060267605875,"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."}}