{"id":"W2227529780","doi":"10.3978/j.issn.2224-5820.2015.11.01","title":"Do patients with brain metastases selected for whole brain radiotherapy have worse baseline quality of life as compared to those for radiosurgery or neurosurgery (with or without whole brain radiotherapy)?","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Neurosurgery; Quality of life (healthcare); Whole brain radiotherapy; Radiation therapy; Worry; Internal medicine; Cancer; Surgery; Brain metastasis; Anxiety; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003472293,0.0008426718,0.002435133,0.0005243087,0.0002012523,0.00009392857,0.0002754215,0.0001630457,0.0001769247],"category_scores_gemma":[0.008580629,0.0004325375,0.0004326306,0.0009770638,0.0002690873,0.0002851293,0.0000348318,0.0001580108,0.000003176794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002951775,"about_ca_system_score_gemma":0.0009033256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001395532,"about_ca_topic_score_gemma":0.0002983005,"domain_scores_codex":[0.9941329,0.0009717381,0.001397616,0.001244893,0.000910974,0.001341918],"domain_scores_gemma":[0.9866901,0.009134179,0.0008338875,0.001173882,0.0008398219,0.001328118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2110778,0.005429524,0.2534342,0.0008020035,0.004538948,0.00007388292,0.0007519749,0.00007602402,0.00346194,0.00005462788,0.2936825,0.2266166],"study_design_scores_gemma":[0.1159817,0.010513,0.3503188,0.0008544404,0.0009742017,0.0000956621,0.000377533,0.0002972302,0.005717881,0.0000345792,0.5128887,0.001946215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8715137,0.0006813919,0.0526013,0.05524679,0.0002565962,0.01503387,0.004421081,0.0002352983,0.000009957323],"genre_scores_gemma":[0.8989367,0.00004729094,0.03790737,0.0324078,0.0007019658,0.01504269,0.001371528,0.0005430386,0.01304161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2246704,"threshold_uncertainty_score":0.9998127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05580686715108262,"score_gpt":0.3188015860036272,"score_spread":0.2629947188525446,"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."}}