{"id":"W4384070559","doi":"10.1093/noajnl/vdad071.035","title":"REGIONAL DIFFERENCES IN THE SURVIVAL EXPERIENCE OF PATIENTS WITH CENTRAL NERVOUS SYSTEM TUMOURS IN CANADA","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cancer registry; Proportional hazards model; Hazard ratio; Population; Epidemiology; Incidence (geometry); Glioma; Demography; Internal medicine; Confidence interval; Environmental health","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":[0.00035494,0.0002280139,0.0003515071,0.0009642596,0.001915582,0.001062736,0.0009085732,0.0003076794,0.00194188],"category_scores_gemma":[0.002206498,0.0002112056,0.0006266264,0.003513044,0.0007250382,0.0003026812,0.0009537094,0.0007279636,0.0001641041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02141064,"about_ca_system_score_gemma":0.02051423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9869856,"about_ca_topic_score_gemma":0.9923394,"domain_scores_codex":[0.9992717,0.00005074262,0.0000440367,0.0001194584,0.0001861619,0.0003278948],"domain_scores_gemma":[0.9978562,0.0001077761,0.0005594276,0.0000557215,0.000861661,0.000559162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000717416,0.000009519597,0.9952076,0.00002234827,0.0000583585,0.00009478303,0.0006058125,0.0001943033,0.0001170332,0.00007666188,0.00115325,0.002388578],"study_design_scores_gemma":[0.000004819613,0.00001535127,0.9972155,0.00003210152,0.00003132704,0.0001465519,0.00139908,0.0002240168,0.00003832889,0.00004318323,0.0008346812,0.00001510172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990325,0.001198156,0.0001152543,0.0005674856,0.00001717254,0.00002201999,0.005281619,0.00001384645,0.002459509],"genre_scores_gemma":[0.998154,0.0002939658,0.00004931851,0.00006112285,0.000004991497,0.000004898712,0.001191033,0.000003558798,0.0002371512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02141064,"threshold_uncertainty_score":0.1553458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188158073951357,"score_gpt":0.2574066253851509,"score_spread":0.2385908179900152,"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."}}