{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008338684,0.0002345301,0.001412419,0.0001882626,0.00009734399,0.000006344001,0.0005412607,0.00007918666,0.00009042464],"category_scores_gemma":[0.03361311,0.0001179712,0.0004175499,0.0002263829,0.001174186,0.0000558141,0.0001115733,0.000392397,0.00001104196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931576,"about_ca_system_score_gemma":0.0002813693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002515285,"about_ca_topic_score_gemma":0.0001785186,"domain_scores_codex":[0.9934615,0.002950269,0.002546772,0.0003328267,0.0003189611,0.0003896807],"domain_scores_gemma":[0.9746378,0.01991393,0.003607945,0.0005994252,0.0009242494,0.0003166319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001171313,0.0004679649,0.9496276,8.686961e-7,0.002935651,0.01736809,0.0002791906,0.0002608512,0.0001025267,0.0003190689,0.006206157,0.02126069],"study_design_scores_gemma":[0.004521113,0.002927657,0.8695345,0.0000388968,0.0006996637,0.1082916,0.003363654,0.0006467211,0.0000394401,0.002975522,0.00684816,0.0001130701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501993,0.003431491,0.00179669,0.04213784,0.001862324,0.0003479298,0.00004968861,0.000009326576,0.0001653904],"genre_scores_gemma":[0.992817,0.0001743396,0.00393068,0.002030202,0.0009668418,0.00003495478,0.000009880831,0.00001956582,0.00001650743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0909235,"threshold_uncertainty_score":0.9745272,"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."}}