{"id":"W2588866514","doi":"10.1093/neuonc/now212.238","title":"EPID-12. DEMOGRAPHICS AND LIFESTYLE FACTORS IN GLIOMA RISK: A REPORT FROM THE GLIOMA INTERNATIONAL CASE-CONTROL STUDY","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Glioma; Demography; Medicine; Overweight; Underweight; Family history; Body mass index; Ethnic group; Internal medicine; Oncology; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005473688,0.0006336959,0.000961239,0.003845461,0.0006413751,0.001189328,0.0008776263,0.0008604385,0.00454376],"category_scores_gemma":[0.01613204,0.0006663672,0.002611233,0.007960334,0.0002165631,0.0005563454,0.0007883271,0.0006798828,0.001027358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007017878,"about_ca_system_score_gemma":0.0008634634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01502641,"about_ca_topic_score_gemma":0.01162791,"domain_scores_codex":[0.9965385,0.0009557343,0.0008159353,0.000772666,0.0007312308,0.0001860142],"domain_scores_gemma":[0.9935079,0.001748483,0.001976933,0.0009775112,0.001539184,0.0002500233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001012624,0.00008880007,0.9622222,0.001633156,0.004542895,0.0005344687,0.0002735895,0.0001447493,0.0004490394,0.0002481256,0.01070747,0.01814292],"study_design_scores_gemma":[0.0002588748,0.0001250455,0.9703366,0.0003781853,0.005892762,0.001153737,0.0001685871,0.0001881602,0.0003651424,0.0001331269,0.02095903,0.00004086241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5384153,0.08951056,0.01407664,0.002851068,0.0005995464,0.001997493,0.3275137,0.0006262052,0.02440954],"genre_scores_gemma":[0.8383048,0.0191276,0.005470144,0.001194098,0.0002920144,0.002853494,0.1275221,0.0001663832,0.005069323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01502641,"threshold_uncertainty_score":0.0298779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0337535961370827,"score_gpt":0.3500503436558549,"score_spread":0.3162967475187722,"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."}}