{"id":"W2300932108","doi":"10.1016/j.ctrv.2016.03.009","title":"The impact of brain metastasis on quality of life, resource utilization and survival in patients with non-small-cell lung cancer","year":2016,"lang":"en","type":"review","venue":"Cancer Treatment Reviews","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":296,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"F. Hoffmann-La Roche","keywords":"Medicine; Quality of life (healthcare); MEDLINE; Lung cancer; Oncology; Radiation therapy; Internal medicine; Disease; Cancer; Population; Brain metastasis; Systematic review; Intensive care medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007765174,0.0006844985,0.00392314,0.0001459926,0.00005927352,0.0000124301,0.0001251372,0.0001268339,0.00009657124],"category_scores_gemma":[0.00008757858,0.0002603761,0.0008076993,0.000407466,0.00011158,0.0000334964,0.00003625164,0.0001280637,0.000002418843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076035,"about_ca_system_score_gemma":0.0008172418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001951906,"about_ca_topic_score_gemma":0.0004403115,"domain_scores_codex":[0.9964983,0.0009653055,0.001360184,0.0005503579,0.0003055916,0.0003202585],"domain_scores_gemma":[0.9966177,0.0006434008,0.001628385,0.0008226952,0.0001051837,0.0001826369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003502834,0.0007048406,0.04135936,0.01221095,0.001671746,0.000001854352,0.00006207185,0.000002156462,1.12371e-7,0.00000973247,0.0004483239,0.9431786],"study_design_scores_gemma":[0.008035765,0.002497753,0.02654232,0.04960751,0.005528087,7.465551e-7,0.00001360224,0.000002294953,0.000005807772,0.000001659892,0.9073992,0.0003652895],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004554186,0.988544,0.000009626905,0.00006619444,0.00005337791,0.00550795,0.001001899,0.00000596135,0.0002567506],"genre_scores_gemma":[0.0005123185,0.9974222,0.00004940259,0.00002609932,0.00005368271,0.001316917,0.0002532321,0.00005917728,0.0003069688],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9428133,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1160978657906826,"score_gpt":0.4254662371009093,"score_spread":0.3093683713102267,"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."}}