{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008353559,0.0009592087,0.006794147,0.0002493276,0.00005705226,0.00003528388,0.0002896985,0.001083187,0.002809596],"category_scores_gemma":[0.0003607385,0.0005485872,0.003061401,0.0008115172,0.00004811125,0.00005849067,0.00009823014,0.002168198,0.001750569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005819958,"about_ca_system_score_gemma":0.0008425011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002445034,"about_ca_topic_score_gemma":0.00001391893,"domain_scores_codex":[0.9964977,0.0004684557,0.001057516,0.0009564142,0.0005003432,0.0005195742],"domain_scores_gemma":[0.9971607,0.0003277551,0.0007508603,0.001378855,0.0001060481,0.0002757724],"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":[0.00000575812,0.00006446268,0.000001477403,0.08490007,0.0010588,0.00005426455,0.000004634106,2.611301e-8,3.860183e-8,0.0001860797,0.1408889,0.7728354],"study_design_scores_gemma":[0.0004705075,0.00009971992,0.00000161937,0.06724914,0.01693421,0.000206231,0.000001286239,1.905656e-7,4.637123e-7,0.000006859232,0.9146155,0.0004142619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[6.124052e-8,0.9899353,0.00001012949,0.001002089,0.001232604,0.005049241,0.0005286001,0.00005975176,0.002182194],"genre_scores_gemma":[1.267098e-7,0.9823215,0.001199685,0.00402263,0.0009887799,0.001158858,0.0007847326,0.0001563943,0.009367319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7737266,"threshold_uncertainty_score":0.9996966,"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."}}