{"id":"W3215530196","doi":"10.1093/neuonc/noab196.353","title":"EPID-20. THE RISING INCIDENCE AND PREVALENCE OF BRAIN TUMOURS: A CANADIAN EPIDEMIOLOGICAL STUDY","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Incidence (geometry); Medicine; Epidemiology; Demography; Cancer registry; Standardized rate; Pediatrics; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00117707,0.0003580727,0.0003635797,0.003590647,0.002256053,0.001413833,0.00100723,0.0004366361,0.003830414],"category_scores_gemma":[0.003221152,0.000366753,0.0009001388,0.00810543,0.0003734003,0.0005049122,0.0008274521,0.0007424573,0.0004454765],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02476659,"about_ca_system_score_gemma":0.04370212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944525,"about_ca_topic_score_gemma":0.9951689,"domain_scores_codex":[0.9985303,0.00009865787,0.000129396,0.0002013584,0.0006851196,0.0003551971],"domain_scores_gemma":[0.9967027,0.0001077927,0.0005327782,0.00008447102,0.002095636,0.0004766016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000367338,0.00002472394,0.9836798,0.0002483869,0.00008987745,0.00008243144,0.0004296462,0.0001095665,0.00009770844,0.0003024882,0.006309467,0.008589135],"study_design_scores_gemma":[0.000005434192,0.00001169592,0.9953657,0.00008207111,0.00003987704,0.00006299618,0.0003346348,0.0001474153,0.00002832031,0.00002850829,0.003885571,0.000007797599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.784667,0.01093334,0.001166698,0.003851549,0.0001635084,0.0006319152,0.1669875,0.0001429558,0.03145556],"genre_scores_gemma":[0.9637615,0.004712369,0.001471112,0.0006226639,0.00004075078,0.000208231,0.02561937,0.0000249072,0.003539018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9752334,"threshold_uncertainty_score":0.1796951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04838328159721553,"score_gpt":0.3541804403768442,"score_spread":0.3057971587796287,"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."}}