{"id":"W4411141171","doi":"10.1212/wnl.0000000000213742","title":"Cancer Health Disparities Affecting Glioblastoma Survival in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Neurology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; McMaster University; Impact","funders":"","keywords":"Glioblastoma; Medicine; Cancer; Oncology; Internal medicine; Gerontology; Environmental health; Cancer research","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":[0.0006819886,0.0002110804,0.0003406634,0.001174684,0.003356885,0.001144028,0.0007634949,0.0002585011,0.002731757],"category_scores_gemma":[0.002541592,0.0001679076,0.0004544196,0.004191005,0.0006217924,0.0003370572,0.001030501,0.0004456653,0.0001384635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04660826,"about_ca_system_score_gemma":0.1026729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979981,"about_ca_topic_score_gemma":0.9991462,"domain_scores_codex":[0.9990484,0.00006947939,0.00006103391,0.00009587158,0.0002668464,0.0004583493],"domain_scores_gemma":[0.9977831,0.000128793,0.0005060346,0.00005394794,0.0008895856,0.0006385972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008658938,0.00002976136,0.9718236,0.0001348329,0.00007305791,0.0001283759,0.001280966,0.0002452053,0.0001147585,0.0007507589,0.009513408,0.01581875],"study_design_scores_gemma":[0.0000189353,0.00002005691,0.9914967,0.0001701111,0.00005824257,0.00007621443,0.001641248,0.0004340288,0.00006372844,0.000215978,0.005788872,0.00001576183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430103,0.005573548,0.0004022936,0.007725592,0.00009772677,0.0001800189,0.02560112,0.00004571786,0.01736375],"genre_scores_gemma":[0.9918401,0.002339715,0.0003450171,0.0005181311,0.00002144755,0.00004914096,0.003281462,0.000008251648,0.001596766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04660826,"threshold_uncertainty_score":0.3381682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258591683730225,"score_gpt":0.319101811900426,"score_spread":0.2865158950631237,"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."}}