{"id":"W2905289696","doi":"10.2174/1573394715666181211150849","title":"Metastatic Brain Tumors: To Treat or Not to Treat, and with What?","year":2018,"lang":"en","type":"article","venue":"Current Cancer Therapy Reviews","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Alberta; University of Saskatchewan","funders":"","keywords":"Medicine; Radiosurgery; Brain metastasis; Lung cancer; Quality of life (healthcare); Oncology; Radiation oncologist; Performance status; Radiation therapy; Internal medicine; Palliative care; Metastasis; Cancer","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":[0.003571907,0.0005812249,0.002430005,0.001281814,0.000968762,0.003215069,0.001258623,0.003309107,0.003848323],"category_scores_gemma":[0.009578574,0.0002656686,0.00086272,0.001365895,0.004237714,0.007705981,0.001164877,0.004796243,0.002094053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656479,"about_ca_system_score_gemma":0.003745497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003404312,"about_ca_topic_score_gemma":0.008171311,"domain_scores_codex":[0.9980211,0.0009617441,0.0002516024,0.0002214297,0.000406459,0.000137713],"domain_scores_gemma":[0.9963122,0.002153051,0.0003985668,0.00008631559,0.000708396,0.0003414555],"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":[0.0002412664,0.00009609848,0.0008464312,0.01419996,0.0002019645,0.000442655,0.0007332527,0.0001803702,0.0004092032,0.01074793,0.1982313,0.7736695],"study_design_scores_gemma":[0.0001247054,0.0002239759,0.002114852,0.02468774,0.0002354631,0.003324524,0.003430563,0.0001894914,0.0001982518,0.03374077,0.9316305,0.00009902165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004959275,0.8957546,0.0004775665,0.09251898,0.008251538,0.00001673356,0.00005433211,0.00001931374,0.002410985],"genre_scores_gemma":[0.006813401,0.9026102,0.001157168,0.06967783,0.01710453,0.00006870127,0.0001129869,0.00003024547,0.002425116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003848323,"threshold_uncertainty_score":0.01889032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1552115568275104,"score_gpt":0.4396224898000941,"score_spread":0.2844109329725837,"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."}}