{"id":"W2521552315","doi":"10.1007/s11060-016-2244-4","title":"Occupational exposure to metals and risk of meningioma: a multinational case-control study","year":2016,"lang":"en","type":"article","venue":"Journal of Neuro-Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Institut National de la Recherche Scientifique; University of Ottawa","funders":"National Institutes of Health; National Cancer Institute; National Institute for Health and Care Research; Government of Canada; World Health Organization","keywords":"Odds ratio; Medicine; Case-control study; Confidence interval; Population; Logistic regression; Meningioma; Demography; Environmental health; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001298509,0.0001233572,0.0005432529,0.0004085669,0.00005787173,0.000007574208,0.00008382759,0.0000585332,0.0001278544],"category_scores_gemma":[0.001373962,0.00007587767,0.0001206506,0.0001383555,0.00004971124,0.0001069349,0.00005622413,0.0001450337,0.000004883151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000822775,"about_ca_system_score_gemma":0.0001699193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007211962,"about_ca_topic_score_gemma":0.000006863465,"domain_scores_codex":[0.9981337,0.0003916611,0.0007461606,0.0001697315,0.0004027855,0.000156007],"domain_scores_gemma":[0.9973879,0.00113863,0.0006828624,0.0001359017,0.000453246,0.0002014526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00583144,0.002079861,0.7466742,0.00003970268,0.001767971,0.05745113,0.002145049,0.0001129364,0.1477654,0.0002931198,0.003035027,0.03280418],"study_design_scores_gemma":[0.0162047,0.02104544,0.9140955,0.00004239817,0.00134014,0.04164207,0.000675893,0.0001004356,0.0006977256,0.00007157024,0.003965389,0.0001187744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943211,0.000108471,0.002558097,0.002013163,0.0002757089,0.0004816817,0.00002462005,0.000006180296,0.000210996],"genre_scores_gemma":[0.9951491,0.000007119669,0.004411077,0.0001397289,0.0001830891,0.00001211102,2.843122e-7,0.00001011629,0.00008733734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1674213,"threshold_uncertainty_score":0.3094202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02907274550841296,"score_gpt":0.3272062029789889,"score_spread":0.298133457470576,"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."}}