{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006180145,0.0001107327,0.0003165835,0.00008127323,0.00003388853,0.000002880448,0.0001250074,0.00002689352,0.000005382891],"category_scores_gemma":[0.00004898651,0.00006316459,0.00002152967,0.0004062593,0.000097474,0.00005172676,0.0000187755,0.0001119382,0.000001050355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230948,"about_ca_system_score_gemma":0.0003934151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09580922,"about_ca_topic_score_gemma":0.638107,"domain_scores_codex":[0.9988126,0.0001401847,0.0002247675,0.0002118346,0.0003252946,0.0002853024],"domain_scores_gemma":[0.9991168,0.0005596262,0.0001024292,0.0001364172,0.00003442857,0.00005032578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001928169,0.0001929032,0.9963732,0.00003104083,0.000006044866,0.0008085584,0.0007387023,0.0001177316,0.00004163868,0.0001151066,0.00007895383,0.001303255],"study_design_scores_gemma":[0.001532046,0.000431097,0.9906985,0.00006654177,0.00001267267,0.0000170323,0.006421788,0.00005288228,0.0001383834,0.00000626125,0.0005694549,0.00005331994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980251,0.0001665648,3.685231e-7,0.0009443514,0.0003092796,0.0003435955,0.0000120486,0.00001179009,0.0001868835],"genre_scores_gemma":[0.999548,0.00008369951,0.00001438158,0.0001855202,0.00002095336,0.00012522,0.00001435771,0.000006082011,0.000001828619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5422978,"threshold_uncertainty_score":0.9102119,"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."}}