{"id":"W4243716084","doi":"10.1038/s41568-019-0220-y","title":"Brain metastasis","year":2019,"lang":"en","type":"review","venue":"Nature reviews. Cancer","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":458,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Brain metastasis; Metastasis; Computer science; Medicine; Internal medicine; 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":[0.0003084066,0.0008780918,0.001139348,0.001594725,0.0004207757,0.001587462,0.0009088715,0.001387658,0.02869084],"category_scores_gemma":[0.0009397862,0.0002471728,0.0006067595,0.001148037,0.0005952711,0.001211782,0.001035238,0.002245548,0.01578088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008355468,"about_ca_system_score_gemma":0.001140042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598313,"about_ca_topic_score_gemma":0.003235937,"domain_scores_codex":[0.9997556,0.00003479624,0.00001964305,0.00005296653,0.00009810141,0.00003895448],"domain_scores_gemma":[0.9997072,0.00008647305,0.00003673528,0.00002240107,0.0001045248,0.00004265729],"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":[0.00005621248,0.00002784982,0.000101591,0.005893347,0.00005386824,0.0002965948,0.00002662847,0.0001686379,0.00150423,0.006154869,0.2642844,0.7214317],"study_design_scores_gemma":[0.00001378889,0.00002609061,0.0002529871,0.001559326,0.00003368821,0.001578645,0.00001901488,0.00003991359,0.0002999876,0.001962519,0.9942063,0.000007653287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001398028,0.9821454,0.0004200006,0.001777585,0.002933246,0.00001647262,0.0001305419,0.0000483738,0.01238855],"genre_scores_gemma":[0.002758481,0.9794981,0.0002692593,0.002005345,0.002056508,0.00002401785,0.0003322097,0.00001172789,0.01304419],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02869084,"threshold_uncertainty_score":0.09598047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213471728407972,"score_gpt":0.4762364881108913,"score_spread":0.3548893152700941,"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."}}