{"id":"W2780002766","doi":"10.1007/s11060-009-0062-7","title":"The role of chemotherapy in the management of newly diagnosed brain metastases: a systematic review and evidence-based clinical practice guideline","year":2009,"lang":"en","type":"review","venue":"Journal of Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Medicine; Carboplatin; Temozolomide; Oncology; Guideline; Chemotherapy; Clinical trial; Internal medicine; Clinical endpoint; Radiation therapy; Lung cancer; Oxaliplatin; Cancer; Intensive care medicine; Cisplatin; Pathology; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01128961,0.001197188,0.005088955,0.00418282,0.0005480622,0.001613854,0.005173569,0.003158216,0.006141214],"category_scores_gemma":[0.03976104,0.0008871838,0.004386643,0.004636592,0.0007008554,0.002429753,0.001074141,0.001962643,0.001677711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004374502,"about_ca_system_score_gemma":0.01253471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01461307,"about_ca_topic_score_gemma":0.04093512,"domain_scores_codex":[0.9932684,0.002382029,0.002323715,0.0003645516,0.001521935,0.0001393585],"domain_scores_gemma":[0.9806551,0.008552177,0.004464514,0.0003141401,0.005503051,0.000510965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003981433,0.00004974411,0.001163671,0.5919837,0.00529003,0.0003485599,0.0002216318,0.000558853,0.0005555867,0.001372454,0.1320938,0.2659638],"study_design_scores_gemma":[0.001437144,0.0001608342,0.005305592,0.8025061,0.01798123,0.0004305321,0.0001652554,0.0007989007,0.0004355826,0.003187891,0.1675131,0.00007776819],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001090637,0.9587399,0.003328883,0.01930274,0.003237596,0.006086103,0.002234902,0.0001088349,0.005870336],"genre_scores_gemma":[0.01652268,0.9408643,0.02170494,0.009498595,0.0009377285,0.005578983,0.001674798,0.00003679364,0.003181214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01461307,"threshold_uncertainty_score":0.05970591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08747236315400468,"score_gpt":0.4620204007472481,"score_spread":0.3745480375932434,"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."}}