{"id":"W2909042567","doi":"10.1093/neuonc/noy195","title":"Malignant primary brain and other central nervous system tumors diagnosed in Canada from 2009 to 2013","year":2018,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Social Services; CancerCare Manitoba; Alberta Hospital Edmonton; Alberta Health Services; Cancer Care Ontario; Public Health Agency of Canada; BC Cancer Agency; Brain Tumour Foundation of Canada; University of Alberta","funders":"BC Cancer Agency; Health Canada; University of Alberta; Brain Tumour Foundation of Canada; Fondation Brain Canada; McGill University","keywords":"Medicine; Population; Incidence (geometry); Cancer registry; Brain tumor; Confidence interval; Histology; Cancer; Pediatrics; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008131432,0.000189482,0.0005129483,0.0001009232,0.00004309562,0.00001041912,0.00008502699,0.00008596676,0.000126458],"category_scores_gemma":[0.0000776057,0.0001537956,0.00003390013,0.0001488152,0.00005239346,0.0000240365,0.00006489523,0.0001219421,0.00004916489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220367,"about_ca_system_score_gemma":0.0009510978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7811757,"about_ca_topic_score_gemma":0.8625844,"domain_scores_codex":[0.9984527,0.0001501874,0.0003170062,0.0004213605,0.000175143,0.0004835759],"domain_scores_gemma":[0.9987964,0.0004529998,0.00008050152,0.0002673006,0.00003672146,0.000366079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004510692,0.0005483713,0.7034084,0.00006595799,0.00008549958,0.01536389,0.0008911387,0.00001753688,0.08697462,0.0001017553,0.1640452,0.02804647],"study_design_scores_gemma":[0.003917235,0.001399351,0.8337101,0.0001515005,0.00006630299,0.000239934,0.0003800021,0.0001253291,0.006868809,0.000006768089,0.1529629,0.0001717996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868106,0.0003216352,0.000002443853,0.01013712,0.0005893509,0.0007208475,0.00009543883,0.00002937581,0.001293238],"genre_scores_gemma":[0.980635,0.00001802362,0.0001417435,0.01874694,0.0002942393,0.0001035659,0.00001521887,0.00003046955,0.0000147768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1303017,"threshold_uncertainty_score":0.6271602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011462942562968,"score_gpt":0.2424730851837808,"score_spread":0.2310101426208128,"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."}}