{"id":"W4220986748","doi":"10.3389/fonc.2022.855182","title":"Intracranial Metastatic Disease: Present Challenges, Future Opportunities","year":2022,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; William Osler Health System; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"University of Toronto","keywords":"Medicine; Immunotherapy; Disease; Radiation therapy; Monoclonal antibody; Cancer; Immune system; Oncology; Bioinformatics; Internal medicine; Intensive care medicine; Immunology; Antibody; Biology","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":[0.000715468,0.0005291185,0.00104382,0.001415043,0.0003059227,0.001399872,0.0006537034,0.001167446,0.004227166],"category_scores_gemma":[0.001039642,0.0001856027,0.000487636,0.001289848,0.0006111807,0.002199974,0.0006859478,0.001968532,0.001643583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006342013,"about_ca_system_score_gemma":0.001438068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009314256,"about_ca_topic_score_gemma":0.002599178,"domain_scores_codex":[0.9998375,0.00003755012,0.00002328893,0.00002673845,0.00005432637,0.00002060958],"domain_scores_gemma":[0.9994727,0.0002594227,0.00005430991,0.00001438173,0.0001442043,0.00005501995],"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":[0.00006832405,0.00004708341,0.0002096216,0.01142112,0.000041811,0.000350932,0.00008693734,0.0003745737,0.0008247952,0.007853416,0.04815999,0.9305614],"study_design_scores_gemma":[0.00001326172,0.00007491494,0.0006150229,0.004938079,0.00007333302,0.002685695,0.0001539138,0.000172535,0.0002077796,0.006244937,0.9847986,0.00002185566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001100074,0.9969835,0.0001429089,0.001484466,0.0003216792,0.000002365038,0.00001360095,0.000008901136,0.0009325897],"genre_scores_gemma":[0.0007535765,0.9974669,0.0001915599,0.0005626501,0.0005418379,0.000004024797,0.00002291689,0.000002174603,0.0004542879],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004227166,"threshold_uncertainty_score":0.01414126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1821071190568404,"score_gpt":0.3877673432461115,"score_spread":0.2056602241892711,"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."}}