{"id":"W2342324619","doi":"10.1093/aje/kwv235","title":"The Glioma International Case-Control Study: A Report From the Genetic Epidemiology of Glioma International Consortium","year":2015,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"National Cancer Institute; Medicinska fakulteten, Umeå Universitet; Audrey and Theodor Geisel School of Medicine at Dartmouth; University of California, San Francisco; University of Texas MD Anderson Cancer Center; School of Medicine, Case Western Reserve University; National Institutes of Health; Sackler Faculty of Medicine, Tel-Aviv University; Norris Cotton Cancer Center; Memorial Sloan-Kettering Cancer Center; Uppsala Universitet; Rigshospitalet; Dan L. Duncan Cancer Center, Baylor College of Medicine; Umeå Universitet; University of Alberta; NorthShore University HealthSystem; Case Comprehensive Cancer Center, Case Western Reserve University; Georgia State University; Dartmouth College; U.S. Public Health Service; Baylor College of Medicine; School of Medicine, University of California, San Francisco; University of Southern California; Yale University; University of Toronto; Brigham and Women's Hospital; Case Western Reserve University","keywords":"Glioma; Epidemiology; Medicine; Oncology; Pathology; Cancer research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008975553,0.0006055875,0.0007152021,0.00267501,0.001176658,0.001101869,0.0008800136,0.001256981,0.001473709],"category_scores_gemma":[0.01859254,0.0004770947,0.0006672359,0.004400292,0.0005928673,0.0005345645,0.001151635,0.001096312,0.0003669666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001429752,"about_ca_system_score_gemma":0.002606455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05217869,"about_ca_topic_score_gemma":0.03503852,"domain_scores_codex":[0.9943957,0.001794001,0.0007918556,0.0008493759,0.0017586,0.0004104656],"domain_scores_gemma":[0.9917728,0.002527792,0.001450847,0.001455439,0.002160978,0.0006320697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007833173,0.0002031223,0.9222445,0.0003968803,0.0007816316,0.004846314,0.002247282,0.0001193302,0.001277272,0.001663573,0.03242473,0.03301203],"study_design_scores_gemma":[0.000362419,0.0003326932,0.877958,0.0004792347,0.001662433,0.01460835,0.00168241,0.0004875267,0.001610829,0.0005509774,0.1001031,0.0001620174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8507326,0.03541067,0.02555267,0.01689585,0.001304528,0.003632068,0.03132119,0.0004124163,0.03473802],"genre_scores_gemma":[0.9429806,0.01048202,0.00998468,0.005950485,0.001086978,0.002507565,0.02298636,0.0001455172,0.003875904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05217869,"threshold_uncertainty_score":0.1037499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05856972703403728,"score_gpt":0.3728275948754438,"score_spread":0.3142578678414065,"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."}}