{"id":"W2096557421","doi":"10.1093/neuonc/nos152","title":"Toward determining the lifetime occurrence of metastatic brain tumors estimated from 2007 United States cancer incidence data","year":2012,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":261,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Brain metastasis; Medicine; Cancer; Incidence (geometry); Metastasis; Population; Oncology; Epidemiology; Lung cancer; Breast cancer; Brain tumor; Internal medicine; Disease; Primary tumor; Pathology; Environmental health","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":[0.002988979,0.0002706009,0.000257721,0.002547038,0.0001800016,0.0005605721,0.0003615902,0.0002490969,0.000812064],"category_scores_gemma":[0.01484622,0.000204304,0.0006755698,0.001562349,0.0001026063,0.000780075,0.0004781947,0.0004544567,0.0003729191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007101534,"about_ca_system_score_gemma":0.000583273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01309584,"about_ca_topic_score_gemma":0.01590823,"domain_scores_codex":[0.9989322,0.0004908309,0.0001551048,0.0001833036,0.0001966475,0.00004193495],"domain_scores_gemma":[0.9947258,0.002475176,0.001237017,0.0003254688,0.001140098,0.00009638839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000556482,0.00003043477,0.9590121,0.000111917,0.0002190363,0.00004527486,0.0001613119,0.009415026,0.0002368227,0.0009296999,0.001794337,0.02798845],"study_design_scores_gemma":[0.00002262077,0.0002306003,0.9030111,0.0002861013,0.0003452778,0.001049615,0.0009199435,0.06876033,0.001547087,0.003397914,0.02037146,0.00005795396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8740434,0.005562777,0.07599837,0.0009170388,0.0000665093,0.0002632778,0.03206253,0.0002916449,0.01079437],"genre_scores_gemma":[0.9371281,0.002677422,0.03865936,0.0001644544,0.00003997196,0.0002589471,0.02033041,0.00002743918,0.0007139706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01309584,"threshold_uncertainty_score":0.02603918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1329619914679349,"score_gpt":0.4003928831452415,"score_spread":0.2674308916773066,"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."}}