{"id":"W3116476506","doi":"10.1093/neuonc/noaa285","title":"The incidence of brain metastases among patients with metastatic breast cancer: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":261,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre; University of Toronto; McMaster University Medical Centre; Canadian Centre for Applied Research in Cancer Control; Health Sciences Centre; Queen's University","funders":"","keywords":"Incidence (geometry); Medicine; Breast cancer; Oncology; Meta-analysis; Metastatic breast cancer; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001233376,0.0007945048,0.01641907,0.0002481477,0.0001323055,0.00003189188,0.0003574666,0.0001168447,0.0002200251],"category_scores_gemma":[0.000942676,0.0003439962,0.002476977,0.001556546,0.0004038219,0.00007489248,0.0001914861,0.0005120312,0.00001028847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002106619,"about_ca_system_score_gemma":0.0007595121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001812837,"about_ca_topic_score_gemma":0.0002589321,"domain_scores_codex":[0.9926096,0.003611689,0.001904514,0.0008210174,0.0006623153,0.0003908259],"domain_scores_gemma":[0.9909773,0.004674501,0.002632334,0.001046933,0.0003388419,0.0003300347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004234776,0.0002880134,0.00004792483,0.6200994,0.3520348,0.0003830979,0.00003282223,8.93657e-7,9.384969e-8,0.00004726025,0.0006742605,0.026349],"study_design_scores_gemma":[0.0005294788,0.0008938361,0.00002616057,0.01142332,0.8712938,0.0003787768,0.00001674129,0.000003040901,2.374289e-7,0.000002701867,0.1152253,0.0002066369],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006379096,0.9873217,0.00002406837,0.003330796,0.00003625243,0.007380651,0.001852668,0.00002478815,0.00002272404],"genre_scores_gemma":[0.00009327959,0.9941589,0.0003508615,0.002472299,0.00001594971,0.002596018,0.0001995346,0.00007085217,0.00004232748],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6086761,"threshold_uncertainty_score":0.9999012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05164096575749747,"score_gpt":0.3587330815593938,"score_spread":0.3070921158018963,"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."}}