{"id":"W4309976116","doi":"10.1093/nop/npac089","title":"Incidence and survival of primary central nervous system tumors diagnosed in 4 Canadian provinces from 2010 to 2015","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Practice","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"Health Canada; Brain Tumour Foundation of Canada; Fondation Brain Canada","keywords":"Incidence (geometry); Medicine; Population; Cancer registry; Confidence interval; Brain tumor; Histology; Cancer; Oncology; Internal medicine; Demography; Pathology; Environmental health","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":[0.0005369195,0.0001569587,0.0004975013,0.0002482272,0.000119521,0.00001408109,0.0001420489,0.00007174387,0.00006267727],"category_scores_gemma":[0.001412823,0.0001533314,0.00003739136,0.0003153541,0.00006133789,0.0001645918,0.0001678597,0.0003925447,0.0000121239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439841,"about_ca_system_score_gemma":0.001859276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5390694,"about_ca_topic_score_gemma":0.3057146,"domain_scores_codex":[0.9978116,0.0006336402,0.0003602907,0.0004205331,0.0003288375,0.0004450962],"domain_scores_gemma":[0.9965718,0.002367803,0.0002276725,0.0002794331,0.00008109391,0.0004722312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001120934,0.001026943,0.950123,0.00007603299,0.00008448349,0.02396986,0.001625423,0.0001820134,0.009717483,0.0002206221,0.006050978,0.00580221],"study_design_scores_gemma":[0.002100377,0.001702239,0.9418478,0.00004091791,0.0001901387,0.0007442977,0.002570612,0.00008881489,0.0004587461,0.000004371691,0.05012473,0.0001269565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798331,0.0005583211,7.627509e-7,0.01555906,0.000813176,0.0009702859,0.0001024074,0.00002504445,0.002137823],"genre_scores_gemma":[0.9962414,0.00005906352,0.0004000654,0.002916558,0.00007484433,0.0002377227,0.0000350204,0.0000201379,0.00001521578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2333547,"threshold_uncertainty_score":0.7069542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593663111809814,"score_gpt":0.2816051285793311,"score_spread":0.265668497461233,"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."}}