{"id":"W3159387259","doi":"10.3390/cancers13092141","title":"Challenges and Novel Opportunities of Radiation Therapy for Brain Metastases in Non-Small Cell Lung Cancer","year":2021,"lang":"en","type":"review","venue":"Cancers","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Lung cancer; Systemic therapy; Brain metastasis; Cancer; Oncology; Immunotherapy; Adverse effect; Chemotherapy; Disease; Internal medicine; Intensive care medicine; Metastasis; Breast 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":[0.0005251119,0.0004811825,0.0009551379,0.001405026,0.0002121633,0.0007576726,0.0004947541,0.0008512537,0.002445808],"category_scores_gemma":[0.0005638588,0.0001777975,0.0005293753,0.001141889,0.0003687568,0.001230182,0.0004499845,0.001528785,0.0009078688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004495479,"about_ca_system_score_gemma":0.0007788935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008171912,"about_ca_topic_score_gemma":0.002128897,"domain_scores_codex":[0.9998122,0.00005141018,0.00002593778,0.00002629484,0.00006998889,0.00001421097],"domain_scores_gemma":[0.9997787,0.0001246524,0.00002719903,0.000005711664,0.00005140454,0.00001247157],"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":[0.00006146535,0.00006402189,0.00016453,0.02707044,0.0001036306,0.0002814853,0.0001130184,0.000484555,0.002293976,0.007398259,0.02833018,0.9336344],"study_design_scores_gemma":[0.00001436693,0.0001185043,0.0007593704,0.004663817,0.000109686,0.001685461,0.00008258495,0.0001343937,0.0004475959,0.002704327,0.9892632,0.00001674161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000103126,0.9984587,0.0001032122,0.0003139131,0.0001407498,0.000002656795,0.000008556674,0.000004145455,0.0008649785],"genre_scores_gemma":[0.0006781832,0.9984401,0.0001465233,0.0002115784,0.0001468124,0.000003881345,0.00001352056,0.000001197283,0.0003581371],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002445808,"threshold_uncertainty_score":0.008182049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1755776715238483,"score_gpt":0.3796659083652779,"score_spread":0.2040882368414296,"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."}}