{"id":"W4399304440","doi":"10.3390/curroncol31060234","title":"Regional Variability in Survival for Patients Diagnosed with Selected Central Nervous System Tumours in Canada","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"Brain Tumour Foundation of Canada","keywords":"Medicine; Hazard ratio; Glioma; Population; Incidence (geometry); Glioblastoma; Internal medicine; Proportional hazards model; Demography; Confidence interval; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005813983,0.0002645711,0.0004389129,0.001108537,0.00168686,0.0009036211,0.0009177558,0.0002784852,0.001937698],"category_scores_gemma":[0.002639257,0.0002166353,0.0008687137,0.003290512,0.0005508696,0.0002954477,0.0008465718,0.0006454908,0.0001384151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02569344,"about_ca_system_score_gemma":0.02767171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915791,"about_ca_topic_score_gemma":0.9959093,"domain_scores_codex":[0.9991386,0.00005094046,0.00006160093,0.0001684845,0.000199734,0.0003805894],"domain_scores_gemma":[0.9982077,0.0001450119,0.0004334876,0.0000918498,0.0007951997,0.0003266834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009874564,0.00000759985,0.9930691,0.00003922664,0.0001075678,0.0000671755,0.0003086324,0.0003814905,0.0001136927,0.000148323,0.002180479,0.003478075],"study_design_scores_gemma":[0.00001013032,0.00001230095,0.996901,0.00004947773,0.00006307818,0.00009406666,0.0006711578,0.000571164,0.00006986848,0.00009110074,0.001450363,0.00001624354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770701,0.002044507,0.0003709998,0.001050494,0.00003086932,0.00003955471,0.0156293,0.00003805279,0.003726155],"genre_scores_gemma":[0.9958987,0.0003805807,0.0001201631,0.0001070306,0.000006151157,0.000009829755,0.003118819,0.000007515826,0.0003512632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02569344,"threshold_uncertainty_score":0.1864198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03549943283288991,"score_gpt":0.310931406449289,"score_spread":0.275431973616399,"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."}}