{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4234,"total_is_capped":false,"direct_labels_cover":8,"predictions_cover":4234,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"3c8d301d9d47","filters":{"topic":"Glioma Diagnosis and Treatment"}},"results":[{"id":"W2096287682","doi":"10.1056/nejmoa043330","title":"Radiotherapy plus Concomitant and Adjuvant Temozolomide for Glioblastoma","year":2005,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":21625,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Institute for Cancer Research; Queen's University; University of Calgary; Hôpital Notre-Dame; Western University","funders":"National Cancer Institute","keywords":"Temozolomide; Medicine; Radiation therapy; Concomitant; Glioblastoma; Adjuvant; Adjuvant radiotherapy; Oncology; Internal medicine; Surgery; Cancer research","authors":[{"name":"Roger Stupp","is_ca":false},{"name":"Warren Mason","is_ca":false},{"name":"Martin J. van den Bent","is_ca":false},{"name":"Michael Weller","is_ca":false},{"name":"Barbara Fisher","is_ca":true},{"name":"Martin Taphoorn","is_ca":false},{"name":"Karl Bélanger","is_ca":true},{"name":"Alba A. Brandes","is_ca":false},{"name":"Christine Marosi","is_ca":false},{"name":"Ulrich Bogdahn","is_ca":false},{"name":"Jürgen Curschmann","is_ca":false},{"name":"Robert C. Janzer","is_ca":false},{"name":"Samuel K. Ludwin","is_ca":true},{"name":"Thierry Gorlia","is_ca":false},{"name":"Anouk Allgeier","is_ca":false},{"name":"Denis Lacombe","is_ca":false},{"name":"J. Gregory Cairncross","is_ca":true},{"name":"Elizabeth A. Eisenhauer","is_ca":true},{"name":"R.O. Mirimanoff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01630284871862668,"gpt":0.2917034007174995,"spread":0.2754005519988728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004989422,0.000162054,0.0006934247,0.0001857423,0.00004443278,0.000008247439,0.00005745546,0.00005825925,0.0001272198],"category_scores_gemma":[0.0002159726,0.00009239805,0.00009337926,0.00007969051,0.00008651257,0.00006619754,0.000007179757,0.0001501566,0.000001551634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129423,"about_ca_system_score_gemma":0.0001439623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002231362,"about_ca_topic_score_gemma":0.00004371269,"domain_scores_codex":[0.9988657,0.00002960625,0.0005007429,0.0001262728,0.0002825425,0.0001950839],"domain_scores_gemma":[0.9986837,0.0003723097,0.0002522104,0.0001226304,0.0001499033,0.0004192293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008490401,0.0002627303,0.01243799,0.00006281215,0.0006667622,0.0007134539,0.001889625,0.00006323982,0.02312384,0.0005358612,0.06405922,0.8876941],"study_design_scores_gemma":[0.3550792,0.01684402,0.01298604,0.0009193463,0.0008590847,0.01257635,0.0002875957,0.001018342,0.007735369,0.0004759967,0.591035,0.0001836432],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.891727,0.02541843,0.0010207,0.08084155,0.0003474329,0.0003651485,0.000003179733,0.00001297107,0.000263586],"genre_scores_gemma":[0.9841111,0.002744316,0.005282193,0.001810729,0.005770077,0.000004522602,0.000002363411,0.00002206427,0.0002526544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8875104,"threshold_uncertainty_score":0.3767883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3174246647","doi":"10.1093/neuonc/noab106","title":"The 2021 WHO Classification of Tumors of the Central Nervous System: a summary","year":2021,"lang":"en","type":"review","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":11779,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Brain Tumour Charity; World Health Organization","keywords":"Grading (engineering); Nomenclature; Central nervous system; Medical diagnosis; Brain tumor; Classification scheme; Pathology; Biology; Taxonomy (biology); Computer science; Medicine; Neuroscience; Bioinformatics; Information retrieval; Zoology","authors":[{"name":"David N. Louis","is_ca":false},{"name":"Arie Perry","is_ca":false},{"name":"Pieter Wesseling","is_ca":false},{"name":"Daniel J. Brat","is_ca":false},{"name":"Ian A. Cree","is_ca":false},{"name":"Dominique Figarella‐Branger","is_ca":false},{"name":"Cynthia Hawkins","is_ca":true},{"name":"Ho‐Keung Ng","is_ca":false},{"name":"Stefan M. Pfister","is_ca":false},{"name":"Guido Reifenberger","is_ca":false},{"name":"Riccardo Soffietti","is_ca":false},{"name":"Andreas von Deimling","is_ca":false},{"name":"David W. Ellison","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04515445518274325,"gpt":0.3309438238166508,"spread":0.2857893686339075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002434932,0.0002797373,0.002052327,0.00007969109,0.00009415305,0.000009787337,0.0003081504,0.0003007602,0.00002685682],"category_scores_gemma":[0.0003153352,0.0001378261,0.000820763,0.0004465109,0.0002114734,0.00001362948,0.0001460746,0.0003857353,0.000008728378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004284056,"about_ca_system_score_gemma":0.001503609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004741732,"about_ca_topic_score_gemma":0.00004162521,"domain_scores_codex":[0.9970996,0.0009792167,0.0009525342,0.0003620979,0.0003030418,0.000303538],"domain_scores_gemma":[0.9965645,0.001193343,0.00104433,0.0009295173,0.0001732255,0.00009509571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000213138,0.0004982358,0.0004666546,0.008321156,0.0004244286,0.0003467491,0.00006777465,6.138192e-7,0.0004090999,0.002305397,0.01078726,0.9763513],"study_design_scores_gemma":[0.0004813981,0.0003384372,0.001377295,0.008822999,0.002483282,0.0005095761,0.0001549166,0.000008763671,0.0001571405,0.00000207747,0.9855828,0.00008137024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006595835,0.9924242,6.83032e-7,0.001051169,0.001231036,0.001474121,0.0000569091,0.00001072482,0.003091531],"genre_scores_gemma":[0.003418038,0.9957931,0.00001038045,0.0000667229,0.0002342162,0.0002815328,0.00007012052,0.00003999234,0.00008589676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.97627,"threshold_uncertainty_score":0.5620385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158681922","doi":"10.1016/s1470-2045(09)70025-7","title":"Effects of radiotherapy with concomitant and adjuvant temozolomide versus radiotherapy alone on survival in glioblastoma in a randomised phase III study: 5-year analysis of the EORTC-NCIC trial","year":2009,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":7801,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Ontario Institute for Cancer Research; Queen's University; Hôpital Notre-Dame; Western University; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Temozolomide; Radiation therapy; Concomitant; Internal medicine; Hazard ratio; Clinical endpoint; Oncology; Adjuvant; Cancer; Clinical trial; Surgery; Confidence interval","authors":[{"name":"Roger Stupp","is_ca":false},{"name":"Monika E. Hegi","is_ca":false},{"name":"Warren Mason","is_ca":true},{"name":"Martin J. van den Bent","is_ca":false},{"name":"Martin Taphoorn","is_ca":false},{"name":"Robert C. Janzer","is_ca":false},{"name":"Samuel K. Ludwin","is_ca":true},{"name":"Anouk Allgeier","is_ca":false},{"name":"Barbara Fisher","is_ca":true},{"name":"Karl Bélanger","is_ca":true},{"name":"Peter Hau","is_ca":false},{"name":"Alba A. Brandes","is_ca":false},{"name":"Johanna M. M. Gijtenbeek","is_ca":false},{"name":"Christine Marosi","is_ca":false},{"name":"Charles J. Vecht","is_ca":false},{"name":"Karima Mokhtari","is_ca":false},{"name":"Pieter Wesseling","is_ca":false},{"name":"S. Villà","is_ca":false},{"name":"Elizabeth A. Eisenhauer","is_ca":true},{"name":"Thierry Gorlia","is_ca":false},{"name":"Michael Weller","is_ca":false},{"name":"Denis Lacombe","is_ca":false},{"name":"J. Gregory Cairncross","is_ca":true},{"name":"René‐Olivier Mirimanoff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02105482544595683,"gpt":0.3383414721996334,"spread":0.3172866467536766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001034888,0.0002012873,0.002074958,0.0002989651,0.0000311802,0.00000472601,0.0001558564,0.00008981375,0.00001605379],"category_scores_gemma":[0.0001128066,0.00009877042,0.0001552432,0.0008582099,0.0001761096,0.00001822079,0.00001250356,0.0002005326,1.775894e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00023632,"about_ca_system_score_gemma":0.0001166313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002290475,"about_ca_topic_score_gemma":0.002129935,"domain_scores_codex":[0.9978578,0.0008801051,0.0004836944,0.0002647096,0.0002549969,0.0002587126],"domain_scores_gemma":[0.9972085,0.001966028,0.00030574,0.0004350233,0.00003332354,0.00005143518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9358662,0.007526355,0.03387414,0.00001722862,0.002765465,0.0002565104,0.002578752,0.0002582259,0.009121067,0.00009721516,0.00004052099,0.007598336],"study_design_scores_gemma":[0.7804674,0.03509977,0.1785004,0.0000668242,0.001319415,0.000004963076,0.0002869449,0.0004901248,0.003617811,0.000009647759,0.0000530933,0.00008365556],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936991,0.001006724,0.000006689354,0.001666732,0.0001431507,0.003368469,0.000006342621,0.00001021965,0.00009261422],"genre_scores_gemma":[0.9989315,0.0004946194,0.00005597158,0.0002654597,0.0001015036,0.000132024,0.000002077782,0.00001251233,0.000004328934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1553988,"threshold_uncertainty_score":0.4027741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105100844","doi":"10.1056/nejmoa043331","title":"<i>MGMT</i> Gene Silencing and Benefit from Temozolomide in Glioblastoma","year":2005,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":7252,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Temozolomide; Medicine; O-6-methylguanine-DNA methyltransferase; Methyltransferase; Hazard ratio; Oncology; Methylation; Confidence interval; DNA methylation; Internal medicine; Radiation therapy; Cancer research; DNA methyltransferase; Biology; Gene; Genetics; Gene expression","authors":[{"name":"Monika E. Hegi","is_ca":false},{"name":"Annie‐Claire Diserens","is_ca":false},{"name":"Thierry Gorlia","is_ca":false},{"name":"Marie‐France Hamou","is_ca":false},{"name":"Nicolas de Tribolet","is_ca":false},{"name":"Michael Weller","is_ca":false},{"name":"Johan M. Kros","is_ca":false},{"name":"Johannes A. Hainfellner","is_ca":false},{"name":"Warren Mason","is_ca":false},{"name":"Luigi Mariani","is_ca":false},{"name":"Jacoline E. C. Bromberg","is_ca":false},{"name":"Peter Hau","is_ca":false},{"name":"R.O. Mirimanoff","is_ca":false},{"name":"J. Gregory Cairncross","is_ca":true},{"name":"Robert C. Janzer","is_ca":false},{"name":"Roger Stupp","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01129808041401682,"gpt":0.2508328307641014,"spread":0.2395347503500846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003629724,0.0001627595,0.0005815524,0.0002770521,0.00002711206,0.000007907982,0.00006310392,0.00006663756,0.0001746514],"category_scores_gemma":[0.000147857,0.0001032598,0.00005414353,0.000154281,0.00005086987,0.00009657749,0.00001939115,0.0002551492,0.0000060635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000969676,"about_ca_system_score_gemma":0.0000607916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004585685,"about_ca_topic_score_gemma":0.0006683539,"domain_scores_codex":[0.9987007,0.00002262507,0.0005718629,0.0001516947,0.0003555775,0.0001975376],"domain_scores_gemma":[0.9989272,0.0002620617,0.0002171584,0.0001372406,0.00008157618,0.0003747678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002134135,0.0004095883,0.224573,0.00002585983,0.000263037,0.003140171,0.002740237,0.0001918,0.09256383,0.00009664192,0.005625017,0.6682367],"study_design_scores_gemma":[0.3136562,0.008617876,0.4966955,0.00353221,0.001152926,0.01104799,0.0008048512,0.0005506657,0.1101555,0.002573367,0.0508127,0.0004001676],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698646,0.01209335,0.00002912592,0.01736517,0.0002053643,0.0001020609,0.000002889782,0.000008102153,0.0003292991],"genre_scores_gemma":[0.9916166,0.001739837,0.00151098,0.00114271,0.003896442,0.000001285101,0.00000294284,0.00001560386,0.00007360512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6678365,"threshold_uncertainty_score":0.4210814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109816625","doi":"10.1016/j.cell.2013.09.034","title":"The Somatic Genomic Landscape of Glioblastoma","year":2013,"lang":"en","type":"article","venue":"Cell","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":5161,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency; Canada's Michael Smith Genome Sciences Centre; Toronto Western Hospital","funders":"National Cancer Institute; National Institute of Neurological Disorders and Stroke; National Human Genome Research Institute; Howard Hughes Medical Institute","keywords":"Biology; Somatic cell; Glioblastoma; Genetics; Computational biology; Evolutionary biology; Cancer research; Gene","authors":[{"name":"Cameron Brennan","is_ca":false},{"name":"Roel G.W. Verhaak","is_ca":false},{"name":"Aaron McKenna","is_ca":false},{"name":"Benito Campos","is_ca":false},{"name":"Houtan Noushmehr","is_ca":false},{"name":"Sofie R. Salama","is_ca":false},{"name":"Siyuan Zheng","is_ca":false},{"name":"Debyani Chakravarty","is_ca":false},{"name":"Zack Sanborn","is_ca":false},{"name":"Samuel Berman","is_ca":false},{"name":"Rameen Beroukhim","is_ca":false},{"name":"Brady Bernard","is_ca":false},{"name":"Giannicola Genovese","is_ca":false},{"name":"Jill S. Barnholtz‐Sloan","is_ca":false},{"name":"Lihua Zou","is_ca":false},{"name":"Rahulsimham Vegesna","is_ca":false},{"name":"Sachet A. Shukla","is_ca":false},{"name":"Giovanni Ciriello","is_ca":false},{"name":"W. K. Alfred Yung","is_ca":false},{"name":"Wei Zhang","is_ca":false},{"name":"Carrie Sougnez","is_ca":false},{"name":"Tom Mikkelsen","is_ca":false},{"name":"Kenneth Aldape","is_ca":false},{"name":"Darell D. Bigner","is_ca":false},{"name":"Erwin G. Van Meir","is_ca":false},{"name":"Michael D. Prados","is_ca":false},{"name":"Andrew E. Sloan","is_ca":false},{"name":"Gaetano Finocchiaro","is_ca":false},{"name":"William A. Friedman","is_ca":true},{"name":"David W. Andrews","is_ca":false},{"name":"Abhijit Guha","is_ca":true},{"name":"Mary Iacocca","is_ca":false},{"name":"Brian Patrick O’Neill","is_ca":false},{"name":"Greg Foltz","is_ca":false},{"name":"Jerome Myers","is_ca":false},{"name":"Daniel J. Weisenberger","is_ca":false},{"name":"Robert Penny","is_ca":false},{"name":"Charles M. Perou","is_ca":false},{"name":"D. Neil Hayes","is_ca":true},{"name":"Richard A. Gibbs","is_ca":false},{"name":"Marco A. Marra","is_ca":true},{"name":"Gordon B. Mills","is_ca":false},{"name":"Eric S. Lander","is_ca":false},{"name":"Paul T. Spellman","is_ca":false},{"name":"Richard K. Wilson","is_ca":false},{"name":"John N. Weinstein","is_ca":false},{"name":"Stacey Gabriel","is_ca":false},{"name":"Peter W. Laird","is_ca":false},{"name":"David Haussler","is_ca":false},{"name":"Gad Getz","is_ca":false},{"name":"Lynda Chin","is_ca":false},{"name":"Christopher C. Benz","is_ca":false},{"name":"Wendi Barrett","is_ca":false},{"name":"Quinn T. Ostrom","is_ca":false},{"name":"Yingli Wolinsky","is_ca":false},{"name":"Bikash Bose","is_ca":false},{"name":"Paul T. Boulos","is_ca":false},{"name":"Madgy Boulos","is_ca":false},{"name":"Jenn Brown","is_ca":false},{"name":"Christine Czerinski","is_ca":false},{"name":"Matthew Eppley","is_ca":false},{"name":"Thelma Kempista","is_ca":false},{"name":"Teresa Kitko","is_ca":false},{"name":"Yakov Koyfman","is_ca":false},{"name":"Brenda Rabeno","is_ca":false},{"name":"Pawan Rastogi","is_ca":false},{"name":"Michael C. Sugarman","is_ca":false},{"name":"Patricia Swanson","is_ca":false},{"name":"Kennedy Yalamanchii","is_ca":false},{"name":"Ilana P. Otey","is_ca":false},{"name":"Yingchun Spring Liu","is_ca":false},{"name":"Yonghong Xiao","is_ca":false},{"name":"J. Todd Auman","is_ca":false},{"name":"Peng‐Chieh Chen","is_ca":false},{"name":"Angela Hadjipanayis","is_ca":false},{"name":"Eunjung Lee","is_ca":false},{"name":"Semin Lee","is_ca":false},{"name":"Peter J. Park","is_ca":false},{"name":"Jonathan G. Seidman","is_ca":false},{"name":"Lixing Yang","is_ca":false},{"name":"Steven N. Kalkanis","is_ca":false},{"name":"Laila Poisson","is_ca":false},{"name":"Aditya Raghunathan","is_ca":false},{"name":"Lisa Scarpace","is_ca":false},{"name":"Ryan Bressler","is_ca":false},{"name":"Andrea Eakin","is_ca":false},{"name":"Lisa Iype","is_ca":false},{"name":"Richard Kreisberg","is_ca":false},{"name":"Kalle Leinonen","is_ca":false},{"name":"Sheila M. Reynolds","is_ca":false},{"name":"Hector Rovira","is_ca":false},{"name":"Vésteinn Thórsson","is_ca":false},{"name":"Matti Annala","is_ca":false},{"name":"Joseph Paulauskis","is_ca":false},{"name":"Erin Curley","is_ca":false},{"name":"Martha Hatfield","is_ca":false},{"name":"David Mallery","is_ca":false},{"name":"Scott Morris","is_ca":false},{"name":"Troy Shelton","is_ca":false},{"name":"Candace Shelton","is_ca":false},{"name":"Mark E. Sherman","is_ca":false},{"name":"Peggy Yena","is_ca":false},{"name":"Lucia Cuppini","is_ca":false},{"name":"Francesco DiMeco","is_ca":false},{"name":"Marica Eoli","is_ca":false},{"name":"Emanuela Maderna","is_ca":true},{"name":"Bianca Pollo","is_ca":false},{"name":"Marco Saini","is_ca":false},{"name":"Saianand Balu","is_ca":false},{"name":"Katherine A. Hoadley","is_ca":false},{"name":"Ling Li","is_ca":false},{"name":"C. Ryan Miller","is_ca":false},{"name":"Yan Shi","is_ca":false},{"name":"Michael D. Topal","is_ca":false},{"name":"Junyuan Wu","is_ca":false},{"name":"Gavin P. Dunn","is_ca":false},{"name":"Caterina Giannini","is_ca":false},{"name":"Bülent Arman Aksoy","is_ca":false},{"name":"Yevgeniy Antipin","is_ca":false},{"name":"Laetitia Borsu","is_ca":false},{"name":"Ethan Cerami","is_ca":false},{"name":"Jianjiong Gao","is_ca":false},{"name":"Benjamin Groß","is_ca":true},{"name":"Marc Ladanyi","is_ca":false},{"name":"Alex Lash","is_ca":false},{"name":"Yupu Liang","is_ca":false},{"name":"Boris Reva","is_ca":false},{"name":"Nikolaus Schultz","is_ca":false},{"name":"Ronglai Shen","is_ca":false},{"name":"Nicholas D. Socci","is_ca":false},{"name":"Agnès Viale","is_ca":false},{"name":"Martin L. Ferguson","is_ca":false},{"name":"Qingrong Chen","is_ca":false},{"name":"John A. Demchok","is_ca":false},{"name":"Laura A. L. Dillon","is_ca":false},{"name":"Kenna Shaw","is_ca":false},{"name":"Margi Sheth","is_ca":false},{"name":"Roy Tarnuzzer","is_ca":false},{"name":"Liming Yang","is_ca":false},{"name":"Tanja M. Davidsen","is_ca":false},{"name":"Mark S. Guyer","is_ca":false},{"name":"Bradley A. Ozenberger","is_ca":false},{"name":"Heidi J. Sofia","is_ca":false},{"name":"Julie Bergsten","is_ca":false},{"name":"John Eckman","is_ca":false},{"name":"Jodi Harr","is_ca":false},{"name":"Christine Smith","is_ca":false},{"name":"Kelly J. Tucker","is_ca":false},{"name":"Cindy Winemiller","is_ca":false},{"name":"Leigh Anne Zach","is_ca":false},{"name":"Julia Y. Ljubimova","is_ca":false},{"name":"Greg Eley","is_ca":false},{"name":"Brenda Ayala","is_ca":false},{"name":"Mark A. Jensen","is_ca":false},{"name":"A Kahn","is_ca":false},{"name":"Todd Pihl","is_ca":false},{"name":"David Pot","is_ca":false},{"name":"Yunhu Wan","is_ca":false},{"name":"Nathan Hansen","is_ca":false},{"name":"Parvi Hothi","is_ca":false},{"name":"Biaoyang Lin","is_ca":false},{"name":"Nameeta Shah","is_ca":false},{"name":"Jae‐Geun Yoon","is_ca":false},{"name":"Ching C. Lau","is_ca":false},{"name":"Michael E. Berens","is_ca":false},{"name":"Kristin Ardlie","is_ca":false},{"name":"Scott L. Carter","is_ca":false},{"name":"Andrew D. Cherniack","is_ca":false},{"name":"Mike Noble","is_ca":false},{"name":"Juok Cho","is_ca":false},{"name":"Kristian Cibulskis","is_ca":false},{"name":"Daniel DiCara","is_ca":false},{"name":"Scott Frazer","is_ca":false},{"name":"Nils Gehlenborg","is_ca":false},{"name":"Jeff Gentry","is_ca":false},{"name":"David I. Heiman","is_ca":false},{"name":"Jaegil Kim","is_ca":false},{"name":"Rui Jing","is_ca":false},{"name":"Michael S. Lawrence","is_ca":false},{"name":"Pei Lin","is_ca":false},{"name":"Will Mallard","is_ca":false},{"name":"Robert C. Onofrio","is_ca":false},{"name":"Gordon Saksena","is_ca":false},{"name":"Steve Schumacher","is_ca":false},{"name":"Petar Stojanov","is_ca":false},{"name":"Barbara Tabak","is_ca":false},{"name":"Doug Voet","is_ca":false},{"name":"Hailei Zhang","is_ca":false},{"name":"Nathan N. Dees","is_ca":false},{"name":"Jun Li","is_ca":false},{"name":"Lucinda Fulton","is_ca":false},{"name":"Robert S. Fulton","is_ca":false},{"name":"Krishna-Latha Kanchi","is_ca":false},{"name":"Elaine R. Mardis","is_ca":false},{"name":"Stephen B. Baylin","is_ca":false},{"name":"Larry A. Harshyne","is_ca":false},{"name":"Mark L. Cohen","is_ca":false},{"name":"Karen Devine","is_ca":false},{"name":"Scott R. VandenBerg","is_ca":false},{"name":"Mitchel S. Berger","is_ca":false},{"name":"Brian Craft","is_ca":false},{"name":"Kyle Ellrott","is_ca":false},{"name":"Mary J. Goldman","is_ca":false},{"name":"Theodore C. Goldstein","is_ca":false},{"name":"Mia Grifford","is_ca":false},{"name":"Singer Ma","is_ca":false},{"name":"Sam Ng","is_ca":false},{"name":"Joshua M. Stuart","is_ca":false},{"name":"Teresa Swatloski","is_ca":false},{"name":"Peter Waltman","is_ca":false},{"name":"Jing Zhu","is_ca":false},{"name":"Robin M. Foss","is_ca":false},{"name":"Barbara Frentzen","is_ca":false},{"name":"Raquel G. McTiernan","is_ca":false},{"name":"Anthony T. Yachnis","is_ca":false},{"name":"Yong Mao","is_ca":false},{"name":"Rehan Akbani","is_ca":false},{"name":"Oliver Bögler","is_ca":false},{"name":"Gregory N. Fuller","is_ca":false},{"name":"Wenbin Liu","is_ca":false},{"name":"Yuexin Liu","is_ca":false},{"name":"Yiling Lu","is_ca":false},{"name":"Alexei Protopopov","is_ca":false},{"name":"Xiaojia Ren","is_ca":false},{"name":"Youting Sun","is_ca":false},{"name":"Jianhua Zhang","is_ca":false},{"name":"Ken Chen","is_ca":false},{"name":"Phillip H. Lai","is_ca":false},{"name":"Timothy J. Triche","is_ca":false},{"name":"David Van Den Berg","is_ca":false},{"name":"David H. Gutmann","is_ca":false},{"name":"Norman L. Lehman","is_ca":false},{"name":"Daniel J. Brat","is_ca":false},{"name":"Jeffrey J. Olson","is_ca":false},{"name":"Gena M. Mastrogianakis","is_ca":false},{"name":"Narra S. Devi","is_ca":false},{"name":"Zhaobin Zhang","is_ca":false},{"name":"Eric Lipp","is_ca":false},{"name":"Roger E. McLendon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00634934922275609,"gpt":0.2101990614295538,"spread":0.2038497122067977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002880863,0.00004930573,0.00009534996,0.00002087827,0.00003274178,0.000009200128,0.00004108062,0.00001875969,0.0003202078],"category_scores_gemma":[0.000007516685,0.00002617657,0.00004794899,0.00004327582,0.00002168018,0.00001241542,0.00001553993,0.00002562382,0.0007069401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009655769,"about_ca_system_score_gemma":0.00001437749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002214727,"about_ca_topic_score_gemma":0.000004247151,"domain_scores_codex":[0.9996645,0.000007938177,0.0001024826,0.00005978409,0.00006836055,0.00009687327],"domain_scores_gemma":[0.9996341,0.00006631308,0.00003842006,0.0001885839,0.00002802247,0.00004455493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001235023,0.002122875,0.280956,0.0004558039,0.0003440603,0.00009814482,0.0013024,0.00003578673,0.5629249,0.0004237508,0.1272858,0.02392695],"study_design_scores_gemma":[0.003371364,0.0008213109,0.5490155,0.00007349136,0.0001854509,0.00003937353,0.0005759705,0.001203733,0.4334545,0.0005612528,0.01057717,0.000120902],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885118,0.001161073,0.000001603539,0.0005038505,0.00004959965,0.0002220549,7.468406e-7,0.00001068678,0.009538583],"genre_scores_gemma":[0.9990354,0.00006517844,0.0001061544,0.00005267338,0.00002886318,0.00003441148,0.000001406157,0.000006968157,0.0006690095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2680595,"threshold_uncertainty_score":0.9086521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787816121","doi":"10.1038/nature26000","title":"DNA methylation-based classification of central nervous system tumours","year":2018,"lang":"en","type":"article","venue":"Nature","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3118,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; McGill University; University of Toronto","funders":"Medical Research Council; National Institutes of Health; Deutschen Konsortium für Translationale Krebsforschung; Brain Tumour Charity; University College London Hospitals NHS Foundation Trust; Heidelberger Zentrum für Personalisierte Onkologie Deutsches Krebsforschungszentrum In Der Helmholtz-Gemeinschaft; Stichting Kinderen Kankervrij; National Institute for Health and Care Research; Deutsche Kinderkrebsstiftung; UCLH Biomedical Research Centre; Cancer Research UK; Deutsches Krebsforschungszentrum; Brain Tumour Research; Memorial Sloan-Kettering Cancer Center; National Cancer Institute; Ira Sohn Research Conference Foundation","keywords":"DNA methylation; DNA; Methylation; Central nervous system; Nervous system; Computational biology; Biology; Neuroscience; Genetics; Gene","authors":[{"name":"David Capper","is_ca":false},{"name":"David Jones","is_ca":false},{"name":"Martin Sill","is_ca":false},{"name":"Volker Hovestadt","is_ca":false},{"name":"Daniel Schrimpf","is_ca":false},{"name":"Dominik Sturm","is_ca":false},{"name":"Christian Koelsche","is_ca":false},{"name":"Felix Sahm","is_ca":false},{"name":"Lukas Chávez","is_ca":false},{"name":"David Reuß","is_ca":false},{"name":"Annekathrin Kratz","is_ca":false},{"name":"Annika K. Wefers","is_ca":false},{"name":"Kristin Huang","is_ca":false},{"name":"Kristian W. Pajtler","is_ca":false},{"name":"Leonille Schweizer","is_ca":false},{"name":"Damian Stichel","is_ca":false},{"name":"Adriana Olar","is_ca":false},{"name":"Nils W. Engel","is_ca":false},{"name":"Kerstin Lindenberg","is_ca":false},{"name":"Patrick N. Harter","is_ca":false},{"name":"Anne K. Braczynski","is_ca":false},{"name":"Karl H. Plate","is_ca":false},{"name":"Hildegard Dohmen","is_ca":false},{"name":"Boyan K. Garvalov","is_ca":false},{"name":"Roland Coras","is_ca":false},{"name":"Annett Hölsken","is_ca":false},{"name":"Ekkehard Hewer","is_ca":false},{"name":"Melanie Bewerunge‐Hudler","is_ca":false},{"name":"Matthias Schick","is_ca":false},{"name":"Roger Fischer","is_ca":false},{"name":"Rudi Beschorner","is_ca":false},{"name":"Jens Schittenhelm","is_ca":false},{"name":"Ori Staszewski","is_ca":false},{"name":"Khalida Wani","is_ca":false},{"name":"Pascale Varlet","is_ca":false},{"name":"Mélanie Pagès","is_ca":false},{"name":"Petra Temming","is_ca":false},{"name":"Dietmar Lohmann","is_ca":false},{"name":"Florian Selt","is_ca":false},{"name":"Hendrik Witt","is_ca":false},{"name":"Till Milde","is_ca":false},{"name":"Olaf Witt","is_ca":false},{"name":"Eleonora Aronica","is_ca":false},{"name":"Felice Giangaspero","is_ca":false},{"name":"Elisabeth J. Rushing","is_ca":false},{"name":"Wolfram Scheurlen","is_ca":false},{"name":"Christoph Geisenberger","is_ca":false},{"name":"Fausto J. Rodríguez","is_ca":false},{"name":"Albert J. Becker","is_ca":false},{"name":"Matthias Preusser","is_ca":false},{"name":"Christine Haberler","is_ca":false},{"name":"Rolf Bjerkvig","is_ca":false},{"name":"Jane Cryan","is_ca":false},{"name":"Michael A. Farrell","is_ca":false},{"name":"Martina Deckert","is_ca":false},{"name":"Jürgen Hench","is_ca":false},{"name":"Stephan Frank","is_ca":false},{"name":"Jonathan Serrano","is_ca":false},{"name":"Kasthuri Kannan","is_ca":false},{"name":"Aristotelis Tsirigos","is_ca":false},{"name":"Wolfgang Brück","is_ca":false},{"name":"Silvia Höfer","is_ca":false},{"name":"Stefanie Brehmer","is_ca":false},{"name":"Marcel Seiz‐Rosenhagen","is_ca":false},{"name":"Daniel Hänggi","is_ca":false},{"name":"Volkmar Hans","is_ca":false},{"name":"Stephanie Rozsnoki","is_ca":false},{"name":"Jordan R. Hansford","is_ca":false},{"name":"Patricia Kohlhof","is_ca":false},{"name":"Bjarne Winther Kristensen","is_ca":false},{"name":"Matt Lechner","is_ca":false},{"name":"Beatriz Lopes","is_ca":false},{"name":"Christian Mawrin","is_ca":false},{"name":"Ralf Ketter","is_ca":false},{"name":"Andreas E. Kulozik","is_ca":false},{"name":"Ziad Khatib","is_ca":false},{"name":"Frank L. Heppner","is_ca":false},{"name":"Arend Koch","is_ca":false},{"name":"Anne Jouvet","is_ca":false},{"name":"Catherine Keohane","is_ca":false},{"name":"Helmut Mühleisen","is_ca":false},{"name":"Wolf Mueller","is_ca":false},{"name":"Ute Pohl","is_ca":false},{"name":"Marco Prinz","is_ca":false},{"name":"Axel Benner","is_ca":false},{"name":"Marc Zapatka","is_ca":false},{"name":"Nicholas G. Gottardo","is_ca":false},{"name":"Pablo Hernáiz Driever","is_ca":false},{"name":"Christof M. Kramm","is_ca":false},{"name":"Hermann L. Müller","is_ca":false},{"name":"Stefan Rutkowski","is_ca":false},{"name":"Katja von Hoff","is_ca":false},{"name":"Michael C. Frühwald","is_ca":false},{"name":"Astrid Gnekow","is_ca":false},{"name":"Gudrun Fleischhack","is_ca":false},{"name":"Stephan Tippelt","is_ca":false},{"name":"Gabriele Calaminus","is_ca":false},{"name":"Camelia‐Maria Monoranu","is_ca":false},{"name":"Arie Perry","is_ca":false},{"name":"Chris Jones","is_ca":false},{"name":"Thomas S. Jacques","is_ca":false},{"name":"Bernhard Radlwimmer","is_ca":false},{"name":"Marco Gessi","is_ca":false},{"name":"Torsten Pietsch","is_ca":false},{"name":"Johannes Schramm","is_ca":false},{"name":"Gabriele Schackert","is_ca":false},{"name":"Manfred Westphal","is_ca":false},{"name":"Guido Reifenberger","is_ca":false},{"name":"Pieter Wesseling","is_ca":false},{"name":"Michael Weller","is_ca":false},{"name":"V. Peter Collins","is_ca":false},{"name":"Ingmar Blümcke","is_ca":false},{"name":"Martin Bendszus","is_ca":false},{"name":"Jürgen Debus","is_ca":false},{"name":"Annie Huang","is_ca":true},{"name":"Nada Jabado","is_ca":true},{"name":"Paul A. Northcott","is_ca":false},{"name":"Werner Paulus","is_ca":false},{"name":"Amar Gajjar","is_ca":false},{"name":"Giles Robinson","is_ca":false},{"name":"Michael D. Taylor","is_ca":true},{"name":"Zane Jaunmuktane","is_ca":false},{"name":"Marina Ryzhova","is_ca":false},{"name":"Michael Platten","is_ca":false},{"name":"Andreas Unterberg","is_ca":false},{"name":"Wolfgang Wick","is_ca":false},{"name":"Matthias A. Karajannis","is_ca":false},{"name":"Michel Mittelbronn","is_ca":false},{"name":"Till Acker","is_ca":false},{"name":"Christian Hartmann","is_ca":false},{"name":"Kenneth Aldape","is_ca":true},{"name":"Ulrich Schüller","is_ca":false},{"name":"Rolf Buslei","is_ca":false},{"name":"Peter Lichter","is_ca":false},{"name":"Marcel Kool","is_ca":false},{"name":"Christel Herold‐Mende","is_ca":false},{"name":"David W. Ellison","is_ca":false},{"name":"Martin Hasselblatt","is_ca":false},{"name":"Matija Snuderl","is_ca":false},{"name":"Sebastian Brandner","is_ca":false},{"name":"Andrey Korshunov","is_ca":false},{"name":"Andreas von Deimling","is_ca":false},{"name":"Stefan M. Pfister","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01367385422611478,"gpt":0.2802975646094795,"spread":0.2666237103833647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006648352,0.00007579128,0.0001494503,0.00007425824,0.00003502464,0.000005592117,0.00004000659,0.0003519919,0.00003922321],"category_scores_gemma":[0.00005126536,0.00005576055,0.00006809764,0.0001767829,0.00003585354,0.0000201546,0.000004155391,0.0002370484,0.00002166851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025183,"about_ca_system_score_gemma":0.00005764912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001654672,"about_ca_topic_score_gemma":0.000008921133,"domain_scores_codex":[0.999377,0.00002359794,0.0001351817,0.000136257,0.0002076463,0.0001203413],"domain_scores_gemma":[0.9994014,0.00004225032,0.00008752567,0.0002047274,0.0001955372,0.00006857266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005939465,0.001523238,0.6741689,0.0007224482,0.0003251045,0.0001215752,0.0005515738,0.00004137613,0.2456843,0.02491432,0.02378025,0.02757296],"study_design_scores_gemma":[0.0009373614,0.0001662648,0.8383707,0.0001218309,0.0001247722,0.000007704854,0.00008340827,0.001384683,0.1574757,0.00001222869,0.001269206,0.00004613325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943644,0.0005261027,0.00006378596,0.001744386,0.0003060506,0.0002588414,0.00001649151,0.0000501988,0.002669721],"genre_scores_gemma":[0.9989716,0.000001739139,0.0005095,0.0001812027,0.0002166003,0.00001249235,0.00006585234,0.000009898326,0.00003110303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1642018,"threshold_uncertainty_score":0.2714884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158233796","doi":"10.1038/nature10833","title":"Driver mutations in histone H3.3 and chromatin remodelling genes in paediatric glioblastoma","year":2012,"lang":"en","type":"article","venue":"Nature","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2682,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; University of Toronto; McGill University Health Centre; Biotechnology Research Institute; McGill University; Montreal Children's Hospital; Hospital for Sick Children; McGill University and Génome Québec Innovation Centre","funders":"Canadian Institutes of Health Research; Brain Tumour Charity; Genome Canada; Cancer Research Institute","keywords":"ATRX; Death-associated protein 6; Biology; Histone; Histone H3; Chromatin; Telomere; Genetics; Mutation; Epigenetics; Gene; Germline mutation; Somatic cell; Chromatin remodeling; Cancer research; Nuclear protein","authors":[{"name":"Jeremy Schwartzentruber","is_ca":true},{"name":"Andrey Korshunov","is_ca":false},{"name":"Xiao-Yang Liu","is_ca":true},{"name":"David Jones","is_ca":false},{"name":"Elke Pfaff","is_ca":false},{"name":"Karine Jacob","is_ca":true},{"name":"Dominik Sturm","is_ca":false},{"name":"Adam M. Fontebasso","is_ca":true},{"name":"Dong-Anh Khuong Quang","is_ca":true},{"name":"Martje Tönjes","is_ca":false},{"name":"Volker Hovestadt","is_ca":false},{"name":"Steffen Albrecht","is_ca":true},{"name":"Marcel Kool","is_ca":false},{"name":"André Nantel","is_ca":true},{"name":"Carolin Konermann","is_ca":false},{"name":"Anders M. Lindroth","is_ca":false},{"name":"Natalie Jäger","is_ca":false},{"name":"Tobias Rausch","is_ca":false},{"name":"Marina Ryzhova","is_ca":false},{"name":"Jan O. Korbel","is_ca":false},{"name":"Thomas Hielscher","is_ca":false},{"name":"Péter Hauser","is_ca":false},{"name":"Miklós Garami","is_ca":false},{"name":"Álmos Klekner","is_ca":false},{"name":"László Bognár","is_ca":false},{"name":"Martin Ebinger","is_ca":false},{"name":"Martin U. Schuhmann","is_ca":false},{"name":"Wolfram Scheurlen","is_ca":false},{"name":"Arnulf Pekrun","is_ca":false},{"name":"Michael C. Frühwald","is_ca":false},{"name":"Wolfgang Roggendorf","is_ca":false},{"name":"Christoph Kramm","is_ca":false},{"name":"Matthias Dürken","is_ca":false},{"name":"Jeffrey Atkinson","is_ca":true},{"name":"Pierre Lepage","is_ca":true},{"name":"Alexandre Montpetit","is_ca":true},{"name":"Magdalena Zakrzewska","is_ca":false},{"name":"Krzysztof Zakrzewski","is_ca":false},{"name":"Paweł P. Liberski","is_ca":false},{"name":"Zhifeng Dong","is_ca":true},{"name":"Peter M. Siegel","is_ca":true},{"name":"Andreas E. Kulozik","is_ca":false},{"name":"Marc Zapatka","is_ca":false},{"name":"Abhijit Guha","is_ca":true},{"name":"David Malkin","is_ca":true},{"name":"Jörg Felsberg","is_ca":false},{"name":"Guido Reifenberger","is_ca":false},{"name":"Andreas von Deimling","is_ca":false},{"name":"Koichi Ichimura","is_ca":false},{"name":"V. Peter Collins","is_ca":false},{"name":"Hendrik Witt","is_ca":false},{"name":"Till Milde","is_ca":false},{"name":"Olaf Witt","is_ca":false},{"name":"Cindy Zhang","is_ca":true},{"name":"Pedro Castelo‐Branco","is_ca":true},{"name":"Peter Lichter","is_ca":false},{"name":"Damien Faury","is_ca":true},{"name":"Uri Tabori","is_ca":true},{"name":"Christoph Plass","is_ca":false},{"name":"Jacek Majewski","is_ca":true},{"name":"Stefan M. Pfister","is_ca":false},{"name":"Nada Jabado","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008728974279584002,"gpt":0.2771505690127217,"spread":0.2684215947331377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009256133,0.00009270658,0.000158009,0.0002676135,0.00002507378,0.000005603776,0.0000221039,0.0003517631,0.00002896512],"category_scores_gemma":[0.00003907342,0.00007687487,0.00002772607,0.0003337972,0.00001872983,0.00008266851,0.00001593159,0.0004754249,0.00001414803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145766,"about_ca_system_score_gemma":0.00001702222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004321366,"about_ca_topic_score_gemma":0.0001077362,"domain_scores_codex":[0.9994048,0.0000207653,0.0001336073,0.0001312119,0.0001249354,0.0001846622],"domain_scores_gemma":[0.9997064,0.00005993538,0.00003277696,0.00009907686,0.00002281907,0.00007897026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000554917,0.0007883602,0.9758405,0.00007831239,0.00003052097,0.0002194964,0.00191842,0.0001598909,0.004745458,0.0004031316,0.0008511826,0.01490921],"study_design_scores_gemma":[0.002903676,0.00009984161,0.9869391,0.000116158,0.00009575582,0.0001036614,0.0001753868,0.002120682,0.005097683,0.0001480517,0.002054036,0.0001459069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695572,0.02919397,0.000004508852,0.0006739303,0.0001041766,0.000202442,0.000003814183,0.00001771601,0.0002422418],"genre_scores_gemma":[0.9974975,0.0004033218,0.001700457,0.0001864623,0.000122391,0.00002415118,0.00001424566,0.00001160127,0.00003987827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02879064,"threshold_uncertainty_score":0.3134866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2778283729","doi":"10.1001/jama.2017.18718","title":"Effect of Tumor-Treating Fields Plus Maintenance Temozolomide vs Maintenance Temozolomide Alone on Survival in Patients With Glioblastoma","year":2017,"lang":"en","type":"article","venue":"JAMA","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2595,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Juravinski Cancer Centre; Ottawa Hospital","funders":"UCB Pharma; National Cancer Institute; Pharmacyclics; Genentech; NRG Oncology; Five Prime Therapeutics; Incyte; Celldex Therapeutics; Novocure; Servier; Pfizer; Teva Pharmaceutical Industries; Acceleron; AstraZeneca; Bristol-Myers Squibb","keywords":"Temozolomide; Medicine; Glioblastoma; Oncology; Internal medicine; Cancer research","authors":[{"name":"Roger Stupp","is_ca":false},{"name":"Sophie Taillibert","is_ca":false},{"name":"Andrew A. Kanner","is_ca":false},{"name":"William L. Read","is_ca":false},{"name":"David M. Steinberg","is_ca":false},{"name":"Benoît Lhermitte","is_ca":false},{"name":"Steven A. Toms","is_ca":false},{"name":"Ahmed Idbaïh","is_ca":false},{"name":"Manmeet S. Ahluwalia","is_ca":false},{"name":"Karen Fink","is_ca":false},{"name":"Francesco Di Meco","is_ca":false},{"name":"Frank S. Lieberman","is_ca":false},{"name":"Jay‐Jiguang Zhu","is_ca":false},{"name":"Giuseppe Stragliotto","is_ca":false},{"name":"David D. Tran","is_ca":false},{"name":"Steven Brem","is_ca":false},{"name":"Andreas F. Hottinger","is_ca":false},{"name":"Eilon D. Kirson","is_ca":false},{"name":"Gitit Lavy-Shahaf","is_ca":false},{"name":"Uri Weinberg","is_ca":false},{"name":"Chae‐Yong Kim","is_ca":false},{"name":"Sun-Ha Paek","is_ca":false},{"name":"Garth Nicholas","is_ca":true},{"name":"Jordi Bruna","is_ca":false},{"name":"Hal W. Hirte","is_ca":true},{"name":"Michael Weller","is_ca":false},{"name":"Yoram Palti","is_ca":false},{"name":"Monika E. Hegi","is_ca":false},{"name":"Zvi Ram","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006238243808521148,"gpt":0.2461877394508329,"spread":0.2399494956423118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004100031,0.0003363155,0.0008742029,0.0001491631,0.0001463158,0.00005069204,0.0002378435,0.0001255583,0.00002818429],"category_scores_gemma":[0.001084387,0.0002159339,0.0001333717,0.0001248943,0.0001529231,0.0001474408,0.00009491076,0.0002924531,0.00003766818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002516971,"about_ca_system_score_gemma":0.00005628633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008119605,"about_ca_topic_score_gemma":0.0005540928,"domain_scores_codex":[0.9980749,0.0001068842,0.000407117,0.0004727326,0.0004386643,0.0004996278],"domain_scores_gemma":[0.9979067,0.0004338455,0.0004344247,0.0009232452,0.0001553045,0.0001465129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01289078,0.0005407926,0.9672694,0.0001808853,0.0001149356,0.0008003675,0.0001015305,0.00006291621,0.0001322376,0.0001021278,0.0008198929,0.01698409],"study_design_scores_gemma":[0.02970834,0.009325298,0.9348137,0.001912168,0.00009684795,0.00002262647,0.00003063642,0.0002430279,0.02350744,0.00001866271,0.0001133874,0.0002077969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937078,0.00003167487,0.000007057632,0.001080502,0.000182489,0.0009171899,0.00002911382,0.00003487573,0.004009287],"genre_scores_gemma":[0.9991115,0.00001137556,0.0001769892,0.0002320837,0.00008765507,0.0001028663,0.00001513039,0.00004093676,0.0002215175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03245567,"threshold_uncertainty_score":0.880553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2263206910","doi":"10.1016/j.cell.2015.12.028","title":"Molecular Profiling Reveals Biologically Discrete Subsets and Pathways of Progression in Diffuse Glioma","year":2016,"lang":"en","type":"article","venue":"Cell","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2338,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; National Institutes of Health; National Cancer Institute; National Human Genome Research Institute; Fundação de Amparo à Pesquisa do Estado de São Paulo; Cancer Prevention and Research Institute of Texas","keywords":"Biology; Glioma; ATRX; Pilocytic astrocytoma; DNA methylation; Astrocytoma; Telomere; Genetics; Gene; Cancer research; Mutation; Gene expression","authors":[{"name":"Michele Ceccarelli","is_ca":false},{"name":"Floris P Barthel","is_ca":false},{"name":"Tathiane M. Malta","is_ca":false},{"name":"Thaís S. Sabedot","is_ca":false},{"name":"Sofie R. Salama","is_ca":false},{"name":"Bradley A. Murray","is_ca":false},{"name":"Olena Morozova","is_ca":false},{"name":"Yulia Newton","is_ca":false},{"name":"Amie Radenbaugh","is_ca":false},{"name":"Stefano Maria Pagnotta","is_ca":false},{"name":"Samreen Anjum","is_ca":false},{"name":"Jiguang Wang","is_ca":false},{"name":"Ganiraju C. Manyam","is_ca":false},{"name":"Pietro Zoppoli","is_ca":false},{"name":"Shiyun Ling","is_ca":false},{"name":"Arjun A. Rao","is_ca":false},{"name":"Mia Grifford","is_ca":false},{"name":"Andrew D. Cherniack","is_ca":false},{"name":"Hailei Zhang","is_ca":false},{"name":"Laila Poisson","is_ca":false},{"name":"Carlos Gilberto Carlotti","is_ca":false},{"name":"Daniela Pretti da Cunha Tirapelli","is_ca":false},{"name":"Arvind Rao","is_ca":false},{"name":"Tom Mikkelsen","is_ca":false},{"name":"Ching C. Lau","is_ca":false},{"name":"W. K. Alfred Yung","is_ca":false},{"name":"Raúl Rabadán","is_ca":false},{"name":"Jason T. Huse","is_ca":false},{"name":"Daniel J. Brat","is_ca":false},{"name":"Norman L. Lehman","is_ca":false},{"name":"Jill S. Barnholtz‐Sloan","is_ca":false},{"name":"Siyuan Zheng","is_ca":false},{"name":"Kenneth R. Hess","is_ca":false},{"name":"Ganesh Rao","is_ca":false},{"name":"Matthew Meyerson","is_ca":false},{"name":"Rameen Beroukhim","is_ca":false},{"name":"Lee Cooper","is_ca":false},{"name":"Rehan Akbani","is_ca":false},{"name":"Margaret Wrensch","is_ca":false},{"name":"David Haussler","is_ca":false},{"name":"Kenneth D. Aldape","is_ca":true},{"name":"Peter W. Laird","is_ca":false},{"name":"David H. Gutmann","is_ca":false},{"name":"Houtan Noushmehr","is_ca":false},{"name":"Antonio Iavarone","is_ca":false},{"name":"Roel G.W. Verhaak","is_ca":false},{"name":"Harindra Arachchi","is_ca":false},{"name":"J. Todd Auman","is_ca":false},{"name":"Miruna Balasundaram","is_ca":false},{"name":"Saianand Balu","is_ca":false},{"name":"Gene H. Barnett","is_ca":false},{"name":"Stephen Baylin","is_ca":false},{"name":"Sue Bell","is_ca":false},{"name":"Christopher C. Benz","is_ca":false},{"name":"Natalie Bir","is_ca":false},{"name":"Keith L. Black","is_ca":false},{"name":"Tom Bodenheimer","is_ca":false},{"name":"Lori Boice","is_ca":false},{"name":"Jay Bowen","is_ca":false},{"name":"Christopher A. Bristow","is_ca":false},{"name":"Yaron S.N. Butterfield","is_ca":false},{"name":"Qingrong Chen","is_ca":false},{"name":"Lynda Chin","is_ca":false},{"name":"Juok Cho","is_ca":false},{"name":"Eric Chuah","is_ca":false},{"name":"Sudha Chudamani","is_ca":false},{"name":"Simon G. Coetzee","is_ca":false},{"name":"Mark L. Cohen","is_ca":false},{"name":"Howard Colman","is_ca":false},{"name":"Marta Couce","is_ca":false},{"name":"Fulvio D’Angelo","is_ca":false},{"name":"Tanja M. Davidsen","is_ca":false},{"name":"Amy Davis","is_ca":false},{"name":"John A. Demchok","is_ca":false},{"name":"Karen Devine","is_ca":false},{"name":"Li Ding","is_ca":false},{"name":"Rebecca Duell","is_ca":false},{"name":"J. Bradley Elder","is_ca":false},{"name":"Jennifer Eschbacher","is_ca":false},{"name":"Ashley Fehrenbach","is_ca":false},{"name":"Martin L. Ferguson","is_ca":false},{"name":"Scott Frazer","is_ca":false},{"name":"Gregory N. Fuller","is_ca":false},{"name":"Jordonna Fulop","is_ca":false},{"name":"Stacey Gabriel","is_ca":false},{"name":"Luciano Garofano","is_ca":false},{"name":"Julie M. Gastier-Foster","is_ca":false},{"name":"Nils Gehlenborg","is_ca":false},{"name":"Mark Gerken","is_ca":false},{"name":"Gad Getz","is_ca":false},{"name":"Caterina Giannini","is_ca":false},{"name":"William J. Gibson","is_ca":false},{"name":"Angela Hadjipanayis","is_ca":false},{"name":"D. Neil Hayes","is_ca":false},{"name":"David I. Heiman","is_ca":false},{"name":"Beth Hermes","is_ca":false},{"name":"Joe Hilty","is_ca":false},{"name":"Katherine A. Hoadley","is_ca":false},{"name":"Alan P. Hoyle","is_ca":false},{"name":"Mei Huang","is_ca":false},{"name":"Corbin D. Jones","is_ca":false},{"name":"Steven J.M. Jones","is_ca":false},{"name":"Zhenlin Ju","is_ca":false},{"name":"Alison Kastl","is_ca":false},{"name":"Ady Kendler","is_ca":false},{"name":"Jaegil Kim","is_ca":false},{"name":"Raju Kucherlapati","is_ca":false},{"name":"Phillip H. Lai","is_ca":false},{"name":"Michael S. Lawrence","is_ca":false},{"name":"Semin Lee","is_ca":false},{"name":"Kristen Leraas","is_ca":false},{"name":"Tara M. Lichtenberg","is_ca":false},{"name":"Pei Lin","is_ca":false},{"name":"Yuexin Liu","is_ca":false},{"name":"Jia Liu","is_ca":false},{"name":"Julia Y. Ljubimova","is_ca":false},{"name":"Yiling Lu","is_ca":false},{"name":"Yussanne Ma","is_ca":false},{"name":"Dennis T. Maglinte","is_ca":false},{"name":"Harshad S. Mahadeshwar","is_ca":false},{"name":"Marco A. Marra","is_ca":false},{"name":"Mary McGraw","is_ca":false},{"name":"Christopher McPherson","is_ca":false},{"name":"Shaowu Meng","is_ca":false},{"name":"Piotr A. Mieczkowski","is_ca":false},{"name":"C. Ryan Miller","is_ca":false},{"name":"Gordon B. Mills","is_ca":false},{"name":"Richard A. Moore","is_ca":false},{"name":"Lisle E. Mose","is_ca":false},{"name":"Andrew J. Mungall","is_ca":false},{"name":"Rashi Naresh","is_ca":false},{"name":"Theresa Naska","is_ca":false},{"name":"Luciano Neder","is_ca":false},{"name":"Michael S. Noble","is_ca":false},{"name":"Ardene Noss","is_ca":false},{"name":"Brian Patrick O’Neill","is_ca":false},{"name":"Quinn T. Ostrom","is_ca":false},{"name":"Cheryl A. Palmer","is_ca":false},{"name":"Angeliki Pantazi","is_ca":false},{"name":"Michael Parfenov","is_ca":false},{"name":"Peter J. Park","is_ca":false},{"name":"Joel S. Parker","is_ca":false},{"name":"Charles M. Perou","is_ca":false},{"name":"Christopher R. Pierson","is_ca":false},{"name":"Todd Pihl","is_ca":false},{"name":"Alexei Protopopov","is_ca":false},{"name":"Nilsa C. Ramirez","is_ca":false},{"name":"W. Kimryn Rathmell","is_ca":false},{"name":"Xiaojia Ren","is_ca":false},{"name":"Jeffrey Roach","is_ca":false},{"name":"A. Gordon Robertson","is_ca":false},{"name":"Gordon Saksena","is_ca":false},{"name":"Jacqueline E. Schein","is_ca":false},{"name":"Steven E. Schumacher","is_ca":false},{"name":"Jonathan G. Seidman","is_ca":false},{"name":"Kelly Senecal","is_ca":false},{"name":"Sahil Seth","is_ca":false},{"name":"Hui Shen","is_ca":false},{"name":"Yan Shi","is_ca":false},{"name":"Juliann Shih","is_ca":false},{"name":"Kristen Shimmel","is_ca":false},{"name":"Hugues Sicotte","is_ca":false},{"name":"Suzanne Sifri","is_ca":false},{"name":"Tiago C. Silva","is_ca":false},{"name":"Janae V. Simons","is_ca":false},{"name":"Rosy Singh","is_ca":false},{"name":"Tara Skelly","is_ca":false},{"name":"Andrew E. Sloan","is_ca":false},{"name":"Heidi J. Sofia","is_ca":false},{"name":"Matthew G. Soloway","is_ca":false},{"name":"Xingzhi Song","is_ca":false},{"name":"Carrie Sougnez","is_ca":false},{"name":"Camila Souza","is_ca":false},{"name":"Susan M. Staugaitis","is_ca":false},{"name":"Huandong Sun","is_ca":false},{"name":"Charlie Sun","is_ca":false},{"name":"Donghui Tan","is_ca":false},{"name":"Jiabin Tang","is_ca":false},{"name":"Yufang Tang","is_ca":false},{"name":"Leigh B. Thorne","is_ca":false},{"name":"Felipe Amstalden Trevisan","is_ca":false},{"name":"Timothy J. Triche","is_ca":false},{"name":"David Van Den Berg","is_ca":false},{"name":"Umadevi Veluvolu","is_ca":false},{"name":"Doug Voet","is_ca":false},{"name":"Yunhu Wan","is_ca":false},{"name":"Zhining Wang","is_ca":false},{"name":"Ronald E. Warnick","is_ca":false},{"name":"John N. Weinstein","is_ca":false},{"name":"Daniel J. Weisenberger","is_ca":false},{"name":"Matthew D. Wilkerson","is_ca":false},{"name":"Lisa Wise","is_ca":false},{"name":"Yingli Wolinsky","is_ca":false},{"name":"Junyuan Wu","is_ca":false},{"name":"Andrew Wei Xu","is_ca":false},{"name":"Lixing Yang","is_ca":false},{"name":"Liming Yang","is_ca":false},{"name":"Travis Zack","is_ca":false},{"name":"Jean C. Zenklusen","is_ca":false},{"name":"Jianhua Zhang","is_ca":false},{"name":"Wei Zhang","is_ca":false},{"name":"Jiashan Zhang","is_ca":false},{"name":"Erik Zmuda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01717618372355767,"gpt":0.2677621069790849,"spread":0.2505859232555272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007818086,0.00009160358,0.0002037797,0.00006526858,0.00001178891,0.000003551794,0.00003241009,0.0000635558,0.00001179139],"category_scores_gemma":[0.00005378237,0.00004438501,0.00003885101,0.00008290052,0.00004395915,0.00002055564,0.00003952708,0.00003101354,0.00000576038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001720047,"about_ca_system_score_gemma":0.00001178959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003315159,"about_ca_topic_score_gemma":6.285157e-7,"domain_scores_codex":[0.99936,0.00003375637,0.0001776208,0.0001903807,0.00009268169,0.0001455208],"domain_scores_gemma":[0.9996219,0.00005319065,0.00006519294,0.0001560547,0.00002666909,0.00007693709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005651873,0.0004142724,0.1608515,0.00005458477,0.000006307513,0.0003434627,0.0000326251,6.626569e-8,0.8353522,0.0001343666,0.000009084997,0.002745044],"study_design_scores_gemma":[0.003201197,0.0003827044,0.1053101,0.0003876994,0.00002135134,0.00001291937,0.00001651856,0.000008816427,0.8902832,0.0002910678,0.00002472619,0.0000596734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997538,0.001309385,0.00001825209,0.000273192,0.00001693659,0.0003889584,0.000009799322,0.00001473121,0.0004306956],"genre_scores_gemma":[0.9987182,0.0001482445,0.001032186,0.00002440871,0.000008960346,0.00004198713,0.000007473061,0.000008337949,0.00001019127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05554134,"threshold_uncertainty_score":0.1809968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135465849","doi":"10.1093/neuonc/nou087","title":"The epidemiology of glioma in adults: a \"state of the science\" review","year":2014,"lang":"en","type":"review","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2281,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"National Cancer Institute; National Institutes of Health; Government of Canada; Case Comprehensive Cancer Center, Case Western Reserve University","keywords":"Glioma; Oncology; Medicine; Internal medicine; DNA methylation; Biology; Cancer research; Genetics; Gene","authors":[{"name":"Quinn T. Ostrom","is_ca":false},{"name":"Luc Bauchet","is_ca":false},{"name":"Faith G. Davis","is_ca":false},{"name":"Isabelle Deltour","is_ca":false},{"name":"James L. Fisher","is_ca":false},{"name":"Chelsea E. Langer","is_ca":false},{"name":"Melike Pekmezci","is_ca":false},{"name":"Judith Schwartzbaum","is_ca":false},{"name":"Michelle C. Turner","is_ca":true},{"name":"Kyle M. Walsh","is_ca":false},{"name":"Margaret Wrensch","is_ca":false},{"name":"Jill S. Barnholtz‐Sloan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06019594612508047,"gpt":0.3987883958102149,"spread":0.3385924496851345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003203536,0.0003292451,0.004016239,0.0002660518,0.00008315188,0.000001667198,0.0007461801,0.0002058848,0.00001764181],"category_scores_gemma":[0.007723221,0.0001420803,0.0007384121,0.001387434,0.001444961,0.00001891445,0.0003063329,0.0005316408,0.00002100423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002789472,"about_ca_system_score_gemma":0.001522918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005387635,"about_ca_topic_score_gemma":0.00007449005,"domain_scores_codex":[0.9949753,0.001870152,0.001868447,0.0005268004,0.0002726963,0.0004866474],"domain_scores_gemma":[0.9902135,0.006459977,0.001816392,0.001184071,0.0002114291,0.000114601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002657828,0.0002725488,0.0003650197,0.02238224,0.00006624492,0.0000633304,0.00002614373,3.185998e-7,0.00003205946,0.0004971795,0.001386368,0.9748819],"study_design_scores_gemma":[0.0007703879,0.0009293093,0.0003838862,0.04563035,0.0008230894,0.0004619935,0.000003891079,0.000004082623,0.00005144213,0.0001430315,0.9507098,0.00008873831],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007431467,0.991572,3.407888e-7,0.003787443,0.0006201907,0.002410067,0.00001895234,0.000008074722,0.0008398213],"genre_scores_gemma":[0.0006795688,0.9976587,0.00003445472,0.001114406,0.00005977264,0.0004139104,0.000006515149,0.00002640769,0.000006306911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9747933,"threshold_uncertainty_score":0.9245974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2127643721","doi":"10.1007/s00401-011-0922-z","title":"Molecular subgroups of medulloblastoma: the current consensus","year":2011,"lang":"en","type":"article","venue":"Acta Neuropathologica","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1966,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation","funders":"National Institute of Neurological Disorders and Stroke; National Cancer Institute; Cancer Research UK","keywords":"Medulloblastoma; Malignancy; Demographics; Consensus conference; Oncology; Biology; Wnt signaling pathway; Internal medicine; Medicine; Bioinformatics; Pathology; Genetics; Demography; Gene","authors":[{"name":"Michael D. Taylor","is_ca":true},{"name":"Paul A. Northcott","is_ca":true},{"name":"Andrey Korshunov","is_ca":false},{"name":"Marc Remke","is_ca":false},{"name":"Yoon-Jae Cho","is_ca":false},{"name":"Steven C. Clifford","is_ca":false},{"name":"Charles G. Eberhart","is_ca":false},{"name":"D. Williams Parsons","is_ca":false},{"name":"Stefan Rutkowski","is_ca":false},{"name":"Amar Gajjar","is_ca":false},{"name":"David W. Ellison","is_ca":false},{"name":"Peter Lichter","is_ca":false},{"name":"Richard J. Gilbertson","is_ca":false},{"name":"Scott L. Pomeroy","is_ca":false},{"name":"Marcel Kool","is_ca":false},{"name":"Stefan M. Pfister","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03938664640181143,"gpt":0.264882967845293,"spread":0.2254963214434815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001269693,0.0001449029,0.000240525,0.00004917248,0.00004765806,0.000004341488,0.0001304215,0.00003494281,0.00008156732],"category_scores_gemma":[0.0001995921,0.00007709813,0.0001371217,0.0001520156,0.0002016069,0.00001059372,0.00007946479,0.0001656113,0.000036356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009757581,"about_ca_system_score_gemma":0.00002353553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006535398,"about_ca_topic_score_gemma":7.803953e-7,"domain_scores_codex":[0.99903,0.0001274994,0.000224831,0.0002366271,0.0001827584,0.0001982925],"domain_scores_gemma":[0.9991587,0.00009737004,0.0001169181,0.0004696696,0.00007662809,0.00008065945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008336502,0.007052094,0.2212614,0.0001430336,0.0001947984,0.0172333,0.001637842,0.000002951457,0.6714543,0.007166369,0.004295992,0.06872432],"study_design_scores_gemma":[0.001283175,0.001504474,0.82338,0.00005112921,0.0003102091,0.001024964,0.00005877786,0.00001909551,0.1675048,0.000405795,0.004315694,0.0001419495],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924734,0.0008054881,0.000005228013,0.0009459677,0.0001688349,0.0003307896,0.000007613979,0.00004777671,0.005214931],"genre_scores_gemma":[0.9992398,0.0001402874,0.0001933826,0.0003475136,0.00001984079,0.00003478549,0.000003171341,0.00001426835,0.000006928163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6021186,"threshold_uncertainty_score":0.314397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2145489645","doi":"10.1016/j.ccr.2012.08.024","title":"Hotspot Mutations in H3F3A and IDH1 Define Distinct Epigenetic and Biological Subgroups of Glioblastoma","year":2012,"lang":"en","type":"article","venue":"Cancer Cell","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1864,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; SickKids Foundation; University of Toronto; Hospital for Sick Children; McGill University and Génome Québec Innovation Centre; Montreal Children's Hospital; McGill University Health Centre","funders":"Stichting Kinderen Kankervrij; Deutsche Krebshilfe; Bundesministerium für Bildung und Forschung; Brain Tumour Charity; Institute of Cancer Research; Deutsches Krebsforschungszentrum; Warren H. and Clara Cole Foundation; Genome Canada","keywords":"Glioblastoma; Epigenetics; IDH1; Biology; Epigenesis; Genetics; Cancer research; Isocitrate dehydrogenase; Gene; DNA methylation; Computational biology; Mutation; Gene expression; Enzyme","authors":[{"name":"Dominik Sturm","is_ca":false},{"name":"Hendrik Witt","is_ca":false},{"name":"Volker Hovestadt","is_ca":false},{"name":"Dong-Anh Khuong-Quang","is_ca":true},{"name":"David Jones","is_ca":false},{"name":"Carolin Konermann","is_ca":false},{"name":"Elke Pfaff","is_ca":false},{"name":"Martje Tönjes","is_ca":false},{"name":"Martin Sill","is_ca":false},{"name":"Sebastian Bender","is_ca":false},{"name":"Marcel Kool","is_ca":false},{"name":"Marc Zapatka","is_ca":false},{"name":"Natália Becker","is_ca":false},{"name":"Manuela Zucknick","is_ca":false},{"name":"Thomas Hielscher","is_ca":false},{"name":"Xiao-Yang Liu","is_ca":true},{"name":"Adam M. Fontebasso","is_ca":true},{"name":"Marina Ryzhova","is_ca":false},{"name":"Steffen Albrecht","is_ca":true},{"name":"Karine Jacob","is_ca":true},{"name":"Marietta Wolter","is_ca":false},{"name":"Martin Ebinger","is_ca":false},{"name":"Martin U. Schuhmann","is_ca":false},{"name":"Timothy Van Meter","is_ca":false},{"name":"Michael C. Frühwald","is_ca":false},{"name":"Holger Hauch","is_ca":false},{"name":"Arnulf Pekrun","is_ca":false},{"name":"Bernhard Radlwimmer","is_ca":false},{"name":"Tim Niehues","is_ca":false},{"name":"Gregor von Komorowski","is_ca":false},{"name":"Matthias Dürken","is_ca":false},{"name":"Andreas E. Kulozik","is_ca":false},{"name":"Jenny Madden","is_ca":false},{"name":"Andrew M. Donson","is_ca":false},{"name":"Nicholas K. Foreman","is_ca":false},{"name":"Rachid Drissi","is_ca":false},{"name":"Maryam Fouladi","is_ca":false},{"name":"Wolfram Scheurlen","is_ca":false},{"name":"Andreas von Deimling","is_ca":false},{"name":"Camelia Monoranu","is_ca":false},{"name":"Wolfgang Roggendorf","is_ca":false},{"name":"Christel Herold‐Mende","is_ca":false},{"name":"Andreas Unterberg","is_ca":false},{"name":"Christof M. Kramm","is_ca":false},{"name":"Jörg Felsberg","is_ca":false},{"name":"Christian Hartmann","is_ca":false},{"name":"Benedikt Wiestler","is_ca":false},{"name":"Wolfgang Wick","is_ca":false},{"name":"Till Milde","is_ca":false},{"name":"Olaf Witt","is_ca":false},{"name":"Anders M. Lindroth","is_ca":false},{"name":"Jeremy Schwartzentruber","is_ca":true},{"name":"Damien Faury","is_ca":true},{"name":"Adam Fleming","is_ca":true},{"name":"Magdalena Zakrzewska","is_ca":false},{"name":"Paweł P. Liberski","is_ca":false},{"name":"Krzysztof Zakrzewski","is_ca":false},{"name":"Péter Hauser","is_ca":false},{"name":"Miklós Garami","is_ca":false},{"name":"Álmos Klekner","is_ca":false},{"name":"László Bognár","is_ca":false},{"name":"A. Sorana Morrissy","is_ca":true},{"name":"Florence M.G. Cavalli","is_ca":true},{"name":"Michael D. Taylor","is_ca":true},{"name":"Peter van Sluis","is_ca":false},{"name":"Jan Köster","is_ca":false},{"name":"Rogier Versteeg","is_ca":false},{"name":"Richard Volckmann","is_ca":false},{"name":"Tom Mikkelsen","is_ca":false},{"name":"Kenneth Aldape","is_ca":false},{"name":"Guido Reifenberger","is_ca":false},{"name":"V. Peter Collins","is_ca":false},{"name":"Jacek Majewski","is_ca":true},{"name":"Andrey Korshunov","is_ca":false},{"name":"Peter Lichter","is_ca":false},{"name":"Christoph Plass","is_ca":false},{"name":"Nada Jabado","is_ca":true},{"name":"Stefan M. Pfister","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02284098826195404,"gpt":0.2769246861980719,"spread":0.2540836979361178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000486515,0.00008024841,0.0001766644,0.00003911716,0.00001848349,0.00000301252,0.00001530912,0.00004232176,0.0001208381],"category_scores_gemma":[0.00001526977,0.00005794243,0.00001996723,0.00008633927,0.00008043263,0.00002403939,0.00001985563,0.00003665727,0.000002946017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003789268,"about_ca_system_score_gemma":0.0000145828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002993735,"about_ca_topic_score_gemma":0.0003276138,"domain_scores_codex":[0.9995385,0.00001610942,0.0001269953,0.0001181175,0.00005059929,0.0001496816],"domain_scores_gemma":[0.9996919,0.00006912794,0.00003737763,0.00007837492,0.00001793773,0.0001053024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000506725,0.0002993727,0.9860497,0.0000514503,0.00001254097,0.00001234101,0.0002737522,0.000001797196,0.009330424,0.0001036388,0.00003323185,0.003781123],"study_design_scores_gemma":[0.001331852,0.0002779006,0.9743657,0.00004252412,0.00006030501,0.00001387853,0.00009729403,0.00002113824,0.02335934,0.00006113495,0.0003112106,0.00005778133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765467,0.02261238,0.000008084472,0.000129485,0.00004433729,0.0001675965,0.00002024907,0.000006710742,0.0004644829],"genre_scores_gemma":[0.9983985,0.001261596,0.0001721209,0.00004146121,0.00003860168,0.00005820575,0.000008477069,0.00000648552,0.00001448771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02185189,"threshold_uncertainty_score":0.2362824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595863515","doi":"10.1016/j.ccell.2017.02.009","title":"The Microenvironmental Landscape of Brain Tumors","year":2017,"lang":"en","type":"review","venue":"Cancer Cell","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1861,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"Université de Lausanne; National Cancer Institute; Ludwig Institute for Cancer Research; Cancer Research UK; Breast Cancer Research Foundation","keywords":"Tumor microenvironment; Neuroscience; Brain cancer; Regulator; Blood–brain barrier; Immune system; Biology; Cancer; Computational biology; Medicine; Cancer research; Central nervous system; Immunology; Gene","authors":[{"name":"Daniela F. Quail","is_ca":true},{"name":"Johanna A. Joyce","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05030366800788162,"gpt":0.3510771499178586,"spread":0.300773481909977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007122726,0.0002084435,0.0008732695,0.00002127492,0.00009645947,0.00001577924,0.0001752404,0.00008467477,0.0003035503],"category_scores_gemma":[0.000008934348,0.0001098686,0.0004012429,0.00002430519,0.00009188314,0.00001346718,0.0000565988,0.0001108305,0.00006684696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584555,"about_ca_system_score_gemma":0.0001605781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009770739,"about_ca_topic_score_gemma":0.0000337008,"domain_scores_codex":[0.9992055,0.0000271322,0.0002640235,0.0002043828,0.0001280672,0.0001709208],"domain_scores_gemma":[0.9988906,0.0001020791,0.0003565764,0.0005683498,0.000008990805,0.00007336892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006507273,0.0001298368,0.0003234141,0.004738675,0.0002097822,0.00006558737,0.00001995403,8.24481e-8,0.000006756747,0.000006165165,0.02678875,0.9677045],"study_design_scores_gemma":[0.0004447634,0.00006422281,0.0001259469,0.004913408,0.0009153386,0.00002513073,0.00001476368,3.134313e-7,0.0001151496,0.000001188403,0.9932917,0.00008810557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001096512,0.9928944,7.693625e-8,0.0001438217,0.0001877607,0.0005678621,0.00009905172,0.000005323844,0.005992129],"genre_scores_gemma":[0.0002324903,0.9963096,0.00001074228,0.00003982094,0.0001590491,0.0002211431,0.00006391184,0.00003318087,0.00293011],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9676164,"threshold_uncertainty_score":0.4480311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2153398041","doi":"10.1200/jco.2009.27.4324","title":"Medulloblastoma Comprises Four Distinct Molecular Variants","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1353,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; Ontario Institute for Cancer Research","funders":"Canadian Institutes of Health Research; Deutsche Kinderkrebsstiftung; Pediatric Brain Tumor Foundation; Sontag Foundation; American Brain Tumor Association","keywords":"Medulloblastoma; Medicine; Oncology; Cancer research","authors":[{"name":"Paul A. Northcott","is_ca":true},{"name":"Andrey Korshunov","is_ca":true},{"name":"Hendrik Witt","is_ca":true},{"name":"Thomas Hielscher","is_ca":true},{"name":"Charles G. Eberhart","is_ca":true},{"name":"Stephen C. Mack","is_ca":true},{"name":"Éric Bouffet","is_ca":true},{"name":"Steven C. Clifford","is_ca":true},{"name":"Cynthia Hawkins","is_ca":true},{"name":"Pim J. French","is_ca":true},{"name":"James T. Rutka","is_ca":true},{"name":"Stefan M. Pfister","is_ca":true},{"name":"Michael D. Taylor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0885155091889863,"gpt":0.4474748075378588,"spread":0.3589592983488725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001487913,0.0001265517,0.001179593,0.00009451678,0.00003372221,0.000009680468,0.0001487134,0.0003246276,0.0004428167],"category_scores_gemma":[0.004686345,0.00008105686,0.0005642304,0.00009427004,0.0001707464,0.00005144584,0.00004813221,0.0009885639,0.00006122397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003941644,"about_ca_system_score_gemma":0.000719572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007869576,"about_ca_topic_score_gemma":0.0000350754,"domain_scores_codex":[0.9975625,0.0001846473,0.00155863,0.0001540971,0.0003391071,0.0002010376],"domain_scores_gemma":[0.9961002,0.001653576,0.001077046,0.000225911,0.0003945426,0.0005486493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002784841,0.01256824,0.58479,0.00003234194,0.001727944,0.02768352,0.00004747581,0.000007495217,0.02666651,0.001827189,0.01645685,0.3254076],"study_design_scores_gemma":[0.0098202,0.008473942,0.8769647,0.00005443086,0.0006826098,0.002318716,0.00001674253,0.0000652864,0.001816016,0.0008159772,0.09888092,0.00009042353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802381,0.0001148977,0.0001418861,0.01135531,0.002306125,0.0001223006,0.000002500096,0.000009796828,0.005709049],"genre_scores_gemma":[0.991136,0.00005267205,0.006148634,0.001620383,0.0009815915,0.000003170912,0.000001308671,0.00001494722,0.00004131974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3253171,"threshold_uncertainty_score":0.5610331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2626440326","doi":"10.1016/j.ccell.2017.05.005","title":"Intertumoral Heterogeneity within Medulloblastoma Subgroups","year":2017,"lang":"en","type":"article","venue":"Cancer Cell","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1255,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Montreal Children's Hospital; McMaster University; Ontario Institute for Cancer Research; University of Toronto; SickKids Foundation; University of Calgary; McGill University; Hamilton General Hospital; Hospital for Sick Children","funders":"University of Toronto; National Cancer Institute; National Institutes of Health; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; Cancer Research Society; Terry Fox Research Institute; Magyar Tudományos Akadémia; Brain Tumour Foundation of Canada; Swifty Foundation; Canadian Institutes of Health Research; Pediatric Brain Tumor Foundation","keywords":"Medulloblastoma; Biology; PTCH1; Sonic hedgehog; Computational biology; Homogeneous; DNA methylation; Genome; Genetics; Bioinformatics; Cancer research; Gene; Gene expression","authors":[{"name":"Florence M.G. Cavalli","is_ca":true},{"name":"Marc Remke","is_ca":true},{"name":"Ladislav Rampášek","is_ca":true},{"name":"John Peacock","is_ca":true},{"name":"David Shih","is_ca":true},{"name":"Betty Luu","is_ca":true},{"name":"Livia Garzia","is_ca":true},{"name":"Jonathon Torchia","is_ca":true},{"name":"Carolina Nör","is_ca":true},{"name":"A. Sorana Morrissy","is_ca":true},{"name":"Sameer Agnihotri","is_ca":false},{"name":"Yuan Thompson","is_ca":true},{"name":"Claudia M. Kuzan-Fischer","is_ca":true},{"name":"Hamza Farooq","is_ca":true},{"name":"Keren Isaev","is_ca":true},{"name":"Craig Daniels","is_ca":true},{"name":"Byung-Kyu Cho","is_ca":false},{"name":"Seung‐Ki Kim","is_ca":false},{"name":"Kyu‐Chang Wang","is_ca":false},{"name":"Ji Yeoun Lee","is_ca":false},{"name":"Wiesława Grajkowska","is_ca":false},{"name":"Marta Perek‐Polnik","is_ca":false},{"name":"Alexandre Vasiljevic","is_ca":false},{"name":"Cécile Faure‐Conter","is_ca":false},{"name":"Anne Jouvet","is_ca":false},{"name":"Caterina Giannini","is_ca":false},{"name":"Amulya A. Nageswara Rao","is_ca":false},{"name":"Kay Ka Wai Li","is_ca":false},{"name":"Ho‐Keung Ng","is_ca":false},{"name":"Charles G. Eberhart","is_ca":false},{"name":"Ian F. Pollack","is_ca":false},{"name":"Ronald L. Hamilton","is_ca":false},{"name":"G. Yancey Gillespie","is_ca":false},{"name":"James M. Olson","is_ca":false},{"name":"Sarah Leary","is_ca":false},{"name":"William A. Weiss","is_ca":false},{"name":"Bolesław Lach","is_ca":true},{"name":"Lola B. Chambless","is_ca":false},{"name":"Reid C. Thompson","is_ca":false},{"name":"Michael K. Cooper","is_ca":false},{"name":"Rajeev Vibhakar","is_ca":false},{"name":"Péter Hauser","is_ca":false},{"name":"Marie‐Lise C. van Veelen","is_ca":false},{"name":"Johan M. Kros","is_ca":false},{"name":"Pim J. French","is_ca":false},{"name":"Young Seob Shin","is_ca":false},{"name":"Toshihiro Kumabe","is_ca":false},{"name":"Enrique López‐Aguilar","is_ca":false},{"name":"Karel Zitterbart","is_ca":false},{"name":"Jaroslav Štěrba","is_ca":false},{"name":"Gaetano Finocchiaro","is_ca":false},{"name":"Maura Massimino","is_ca":false},{"name":"Erwin G. Van Meir","is_ca":false},{"name":"Satoru Osuka","is_ca":false},{"name":"Tomoko Shofuda","is_ca":false},{"name":"Álmos Klekner","is_ca":false},{"name":"Massimo Zollo","is_ca":false},{"name":"Joshua B. Rubin","is_ca":false},{"name":"Nada Jabado","is_ca":true},{"name":"Steffen Albrecht","is_ca":true},{"name":"Jaume Mora","is_ca":false},{"name":"Timothy Van Meter","is_ca":false},{"name":"Shin Jung","is_ca":false},{"name":"Andrew S. Moore","is_ca":false},{"name":"Andrew R. Hallahan","is_ca":false},{"name":"Jennifer A. Chan","is_ca":true},{"name":"Daniela Pretti da Cunha Tirapelli","is_ca":false},{"name":"Carlos Gilberto Carlotti","is_ca":false},{"name":"Maryam Fouladi","is_ca":false},{"name":"José Pimentel","is_ca":false},{"name":"Cláudia C. Faria","is_ca":false},{"name":"Ali G. Saad","is_ca":false},{"name":"Luca Massimi","is_ca":false},{"name":"Linda M. Liau","is_ca":false},{"name":"Helen Wheeler","is_ca":false},{"name":"Hideo Nakamura","is_ca":false},{"name":"Samer K. Elbabaa","is_ca":false},{"name":"Mario Pérezpeña-Díazconti","is_ca":false},{"name":"Fernando Chico Ponce de León","is_ca":false},{"name":"Shenandoah Robinson","is_ca":false},{"name":"Michal Zápotocký","is_ca":true},{"name":"Álvaro Lassaletta","is_ca":true},{"name":"Annie Huang","is_ca":true},{"name":"Cynthia Hawkins","is_ca":true},{"name":"Uri Tabori","is_ca":true},{"name":"Éric Bouffet","is_ca":true},{"name":"Ute Bartels","is_ca":true},{"name":"Peter B. Dirks","is_ca":true},{"name":"James T. Rutka","is_ca":true},{"name":"Gary D. Bader","is_ca":true},{"name":"Jüri Reimand","is_ca":true},{"name":"Anna Goldenberg","is_ca":true},{"name":"Vijay Ramaswamy","is_ca":true},{"name":"Michael D. Taylor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03092978934182136,"gpt":0.3151606758383367,"spread":0.2842308864965153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005186074,0.0001347111,0.0002178158,0.00001935145,0.0001599594,0.00005397003,0.0001413726,0.00004800338,0.000359132],"category_scores_gemma":[0.00001458724,0.0001031049,0.0001038317,0.00001730097,0.00007857814,0.00008915855,0.00006993994,0.00007505727,0.00009988357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001662013,"about_ca_system_score_gemma":0.00005736418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009964375,"about_ca_topic_score_gemma":0.00162891,"domain_scores_codex":[0.9992765,0.00001055197,0.0001370326,0.0002408489,0.0001384963,0.0001965328],"domain_scores_gemma":[0.9990621,0.000009541723,0.0001219829,0.0005856648,0.00004752599,0.0001732014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002613516,0.0006926719,0.9598469,0.0001350836,0.0001725111,0.0006607629,0.0004212114,0.00001233439,0.02393408,0.0001556346,0.006767794,0.006939655],"study_design_scores_gemma":[0.003354154,0.000370292,0.356227,0.0001758297,0.0001966106,0.00004796379,0.00007724529,0.0002503905,0.6322164,0.0000439197,0.006844293,0.0001958858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893845,0.001413073,0.000007590083,0.0008711056,0.0006180296,0.000196063,0.00001478528,0.00003581731,0.007459086],"genre_scores_gemma":[0.9984055,0.0001439773,0.0002079114,0.0004142615,0.0001957053,0.00008947753,0.000007077453,0.00002040448,0.0005156533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6082823,"threshold_uncertainty_score":0.4204496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2751187578","doi":"10.1016/j.ccell.2017.08.017","title":"Integrated Molecular Meta-Analysis of 1,000 Pediatric High-Grade and Diffuse Intrinsic Pontine Glioma","year":2017,"lang":"en","type":"review","venue":"Cancer Cell","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1254,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Hospital for Sick Children","funders":"Niilo Helanderin Säätiö; National Institute of Neurological Disorders and Stroke; CHILDREN with CANCER UK; Brain Tumour Charity; Rosetrees Trust; National Cancer Institute; National Institutes of Health; CRIS Cancer Foundation; Cancer Research UK; Kortney Rose Foundation; Pediatric Brain Tumor Foundation; Cure Starts Now Foundation; McKenna Claire Foundation","keywords":"Glioma; Histone; Biology; Histone H3; Mutant; Cancer research; Genetics; Gene","authors":[{"name":"Alan Mackay","is_ca":false},{"name":"Anna Burford","is_ca":false},{"name":"Diana Carvalho","is_ca":false},{"name":"Elisa Izquierdo","is_ca":false},{"name":"Janat Fazal-Salom","is_ca":false},{"name":"Kathryn R. Taylor","is_ca":false},{"name":"Lynn Bjerke","is_ca":false},{"name":"Matthew Clarke","is_ca":false},{"name":"Meera Nandhabalan","is_ca":false},{"name":"Sara Temelso","is_ca":false},{"name":"Sergey Popov","is_ca":false},{"name":"Valeria Molinari","is_ca":false},{"name":"Pichai Raman","is_ca":false},{"name":"Angela J. Waanders","is_ca":false},{"name":"Harry J. Han","is_ca":false},{"name":"Saumya Gupta","is_ca":false},{"name":"Lynley V. Marshall","is_ca":false},{"name":"Stergios Zacharoulis","is_ca":false},{"name":"Sucheta Vaidya","is_ca":false},{"name":"Henry Mandeville","is_ca":false},{"name":"Leslie Bridges","is_ca":false},{"name":"Andrew J. Martin","is_ca":false},{"name":"Safa Al‐Sarraj","is_ca":false},{"name":"Christopher Chandler","is_ca":false},{"name":"Ho‐Keung Ng","is_ca":false},{"name":"Xingang Li","is_ca":false},{"name":"Kun Mu","is_ca":false},{"name":"Saoussen Trabelsi","is_ca":false},{"name":"Dorra H’mida-Ben Brahim","is_ca":false},{"name":"Alexei N. Kisljakov","is_ca":false},{"name":"Д. М. Коновалов","is_ca":false},{"name":"Andrew S. Moore","is_ca":false},{"name":"Ángel M. Carcaboso","is_ca":false},{"name":"Mariona Suñol","is_ca":false},{"name":"Carmen de Torres","is_ca":false},{"name":"Ofelia Cruz","is_ca":false},{"name":"Jaume Mora","is_ca":false},{"name":"Л. И. Шац","is_ca":false},{"name":"João N. Stávale","is_ca":false},{"name":"Lucas Tadeu Bidinotto","is_ca":false},{"name":"Rui Manuel Reis","is_ca":false},{"name":"Natacha Entz‐Werlé","is_ca":false},{"name":"Michael Farrell","is_ca":false},{"name":"Jane Cryan","is_ca":false},{"name":"Darach Crimmins","is_ca":false},{"name":"John Caird","is_ca":false},{"name":"Jane Pears","is_ca":false},{"name":"Michelle Monje","is_ca":false},{"name":"Marie‐Anne Debily","is_ca":false},{"name":"David Castel","is_ca":false},{"name":"Jacques Grill","is_ca":false},{"name":"Cynthia Hawkins","is_ca":true},{"name":"Hamid Nikbakht","is_ca":true},{"name":"Nada Jabado","is_ca":false},{"name":"Suzanne J. Baker","is_ca":false},{"name":"Stefan M. Pfister","is_ca":false},{"name":"David Jones","is_ca":false},{"name":"Maryam Fouladi","is_ca":false},{"name":"André O. von Bueren","is_ca":false},{"name":"Michael Baudis","is_ca":false},{"name":"Adam Resnick","is_ca":false},{"name":"Chris Jones","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09901359544554209,"gpt":0.3572283461719115,"spread":0.2582147507263695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001468143,0.0006301678,0.006427643,0.0008391989,0.00005540515,0.00004550891,0.000240772,0.000296529,0.0009634615],"category_scores_gemma":[0.00004230185,0.0003921759,0.002722311,0.001010303,0.00008021328,0.00004454128,0.0001057869,0.0002458996,0.00001226042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841621,"about_ca_system_score_gemma":0.000236732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002131349,"about_ca_topic_score_gemma":0.0001408426,"domain_scores_codex":[0.99777,0.0001187749,0.0007939963,0.0006796759,0.0003373493,0.0003002606],"domain_scores_gemma":[0.9973163,0.0001242034,0.0009943558,0.001148995,0.000170338,0.0002457983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004645212,0.002549318,0.0006652079,0.02500628,0.5441836,0.002448492,0.00007948319,0.000004895109,0.00006182772,0.0001057252,0.002801989,0.4220468],"study_design_scores_gemma":[0.0008817887,0.00009925401,0.0001307366,0.0002207325,0.6938627,0.00001271407,0.000003236726,0.000002512081,0.0001831622,0.000002995842,0.3043675,0.0002326622],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005765512,0.9921386,0.000004052372,0.00006894659,0.0001299134,0.0008727318,0.0007214286,0.00002548612,0.0002733126],"genre_scores_gemma":[0.008349667,0.9897655,0.0001531796,0.00003452826,0.0001083018,0.0004415306,0.0005928258,0.0000704515,0.0004840583],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4218141,"threshold_uncertainty_score":0.9999498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1949037014","doi":"10.1016/j.ccell.2015.04.002","title":"Molecular Classification of Ependymal Tumors across All CNS Compartments, Histopathological Grades, and Age Groups","year":2015,"lang":"en","type":"article","venue":"Cancer Cell","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1237,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Center for Advancing Translational Sciences; Deutschen Konsortium für Translationale Krebsforschung; Heidelberger Zentrum für Personalisierte Onkologie Deutsches Krebsforschungszentrum In Der Helmholtz-Gemeinschaft; Clinical and Translational Science Institute, University of Pittsburgh; National Cancer Institute; National Institutes of Health; Making Headway Foundation","keywords":"Ependymal Cell; Pathology; Biology; Medicine; Immunohistochemistry","authors":[{"name":"Kristian W. Pajtler","is_ca":false},{"name":"Hendrik Witt","is_ca":false},{"name":"Martin Sill","is_ca":false},{"name":"David Jones","is_ca":false},{"name":"Volker Hovestadt","is_ca":false},{"name":"Fabian Kratochwil","is_ca":false},{"name":"Khalida Wani","is_ca":false},{"name":"Ruth Tatevossian","is_ca":false},{"name":"Chandanamali Punchihewa","is_ca":false},{"name":"Pascal D. Johann","is_ca":false},{"name":"Jüri Reimand","is_ca":true},{"name":"Hans-Jörg Warnatz","is_ca":false},{"name":"Marina Ryzhova","is_ca":false},{"name":"Vijay Ramaswamy","is_ca":true},{"name":"David Capper","is_ca":false},{"name":"Leonille Schweizer","is_ca":false},{"name":"Laura Sieber","is_ca":false},{"name":"Andrea Wittmann","is_ca":false},{"name":"Zhiqin Huang","is_ca":false},{"name":"Peter van Sluis","is_ca":false},{"name":"Richard Volckmann","is_ca":false},{"name":"Jan Köster","is_ca":false},{"name":"Rogier Versteeg","is_ca":false},{"name":"Daniel W. Fults","is_ca":false},{"name":"Helen Toledano","is_ca":false},{"name":"Smadar Avigad","is_ca":false},{"name":"Lindsey M. Hoffman","is_ca":false},{"name":"Andrew M. Donson","is_ca":false},{"name":"Nicholas K. Foreman","is_ca":false},{"name":"Ekkehard Hewer","is_ca":false},{"name":"Karel Zitterbart","is_ca":false},{"name":"Mark R. Gilbert","is_ca":false},{"name":"Terri S. Armstrong","is_ca":false},{"name":"Nalin Gupta","is_ca":false},{"name":"Jeffrey C. Allen","is_ca":false},{"name":"Matthias A. Karajannis","is_ca":false},{"name":"David Zagzag","is_ca":false},{"name":"Martin Hasselblatt","is_ca":false},{"name":"Andreas E. Kulozik","is_ca":false},{"name":"Olaf Witt","is_ca":false},{"name":"V. Peter Collins","is_ca":false},{"name":"Katja von Hoff","is_ca":false},{"name":"Stefan Rutkowski","is_ca":false},{"name":"Torsten Pietsch","is_ca":false},{"name":"Gary D. Bader","is_ca":true},{"name":"Marie-Laure Yaspo","is_ca":false},{"name":"Andreas von Deimling","is_ca":false},{"name":"Peter Lichter","is_ca":false},{"name":"Michael D. Taylor","is_ca":true},{"name":"Richard J. Gilbertson","is_ca":false},{"name":"David W. Ellison","is_ca":false},{"name":"Kenneth Aldape","is_ca":true},{"name":"Andrey Korshunov","is_ca":false},{"name":"Marcel Kool","is_ca":false},{"name":"Stefan M. Pfister","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08015180889394903,"gpt":0.3378405521211816,"spread":0.2576887432272326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008841792,0.0001114117,0.0002541335,0.00001699252,0.00002167372,0.000008491636,0.00004637218,0.00005285725,0.00002890561],"category_scores_gemma":[0.000009578354,0.00008718652,0.00004832499,0.0000514661,0.0001001643,0.00003220905,0.00003246421,0.00006032387,0.000007310356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889838,"about_ca_system_score_gemma":0.00003545165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001766411,"about_ca_topic_score_gemma":0.00004288775,"domain_scores_codex":[0.9992309,0.00002906987,0.0001755085,0.0002247913,0.0001669323,0.0001727474],"domain_scores_gemma":[0.9994789,0.00001302956,0.00008581407,0.0001880413,0.00005037587,0.0001837903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005391777,0.004002747,0.6671498,0.0003523527,0.000192122,0.00436811,0.00482683,0.00009815127,0.2979672,0.003505587,0.01055715,0.006440751],"study_design_scores_gemma":[0.007048455,0.000975032,0.8685944,0.00009625535,0.0003270513,0.0001124952,0.0009286681,0.0002715476,0.1029495,0.0002653298,0.01817248,0.0002587877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917777,0.005861272,0.00002738306,0.0003369267,0.00008816429,0.0002557825,0.00003101347,0.00001965326,0.001602122],"genre_scores_gemma":[0.9990696,0.0001788032,0.0002845633,0.0002030699,0.00003015652,0.00007770423,0.00007471456,0.00001114992,0.00007027976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2014446,"threshold_uncertainty_score":0.3555363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2205491921","doi":"10.1001/jama.2015.16669","title":"Maintenance Therapy With Tumor-Treating Fields Plus Temozolomide vs Temozolomide Alone for Glioblastoma","year":2015,"lang":"en","type":"article","venue":"JAMA","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1226,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Mundipharma EDO; Genentech; Novocure; Merck KGaA","keywords":"Temozolomide; Medicine; Interim analysis; Clinical endpoint; Population; Chemoradiotherapy; Oncology; Internal medicine; Progression-free survival; Clinical trial; Radiation therapy; Chemotherapy; Surgery","authors":[{"name":"Roger Stupp","is_ca":false},{"name":"Sophie Taillibert","is_ca":false},{"name":"Andrew A. Kanner","is_ca":false},{"name":"Santosh Kesari","is_ca":false},{"name":"David M. Steinberg","is_ca":false},{"name":"Steven A. Toms","is_ca":false},{"name":"Lynne P. Taylor","is_ca":false},{"name":"Frank S. Lieberman","is_ca":false},{"name":"Antonio Silvani","is_ca":false},{"name":"Karen Fink","is_ca":false},{"name":"Gene H. Barnett","is_ca":false},{"name":"Jay‐Jiguang Zhu","is_ca":false},{"name":"John W. Henson","is_ca":false},{"name":"Herbert H. Engelhard","is_ca":false},{"name":"Thomas C. Chen","is_ca":false},{"name":"David Tran","is_ca":false},{"name":"Jan Šroubek","is_ca":false},{"name":"Nam Tran","is_ca":false},{"name":"Andreas F. Hottinger","is_ca":false},{"name":"Joseph Landolfi","is_ca":false},{"name":"Rajiv Desai","is_ca":false},{"name":"Manuela Caroli","is_ca":false},{"name":"Yvonne Kew","is_ca":false},{"name":"Jérôme Honnorat","is_ca":false},{"name":"Ahmed Idbaïh","is_ca":false},{"name":"Eilon D. Kirson","is_ca":false},{"name":"Uri Weinberg","is_ca":false},{"name":"Yoram Palti","is_ca":false},{"name":"Monika E. Hegi","is_ca":false},{"name":"Zvi Ram","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02251928819661538,"gpt":0.2708430522898281,"spread":0.2483237640932127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002217787,0.0002641928,0.0005211105,0.000097961,0.00009220686,0.00005473472,0.0001071204,0.0001076915,0.00003278775],"category_scores_gemma":[0.0002447572,0.0001702973,0.0001248112,0.00019522,0.00006740744,0.000117561,0.00002939899,0.0001490093,0.00004977011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002151173,"about_ca_system_score_gemma":0.0001839488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002538442,"about_ca_topic_score_gemma":0.0001915205,"domain_scores_codex":[0.9985753,0.00002964426,0.0002786196,0.000387084,0.0002832669,0.0004461084],"domain_scores_gemma":[0.9986628,0.0002083046,0.0001450462,0.0004146495,0.0002866382,0.0002825847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.07218068,0.003943146,0.3298961,0.0004361429,0.002183025,0.006562901,0.005062833,0.0008290634,0.006633969,0.002709175,0.3330397,0.2365233],"study_design_scores_gemma":[0.2686816,0.05229692,0.1428714,0.002576653,0.0009694105,0.005054019,0.004669573,0.01006623,0.3233826,0.002519928,0.1846843,0.00222735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98633,0.0006226236,0.0003728359,0.008043441,0.0001288553,0.00115379,0.00002073419,0.0001290982,0.003198651],"genre_scores_gemma":[0.9903537,0.00004276919,0.005181498,0.002668583,0.0003682233,0.0004354356,0.00002427555,0.00005202691,0.0008734747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3167486,"threshold_uncertainty_score":0.6944523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2737542366","doi":"10.1038/nature22973","title":"The whole-genome landscape of medulloblastoma subtypes","year":2017,"lang":"en","type":"article","venue":"Nature","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1182,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency; McGill University; Canada's Michael Smith Genome Sciences Centre; Hospital for Sick Children","funders":"National Cancer Institute; Garron Family Cancer Centre; Brain Tumour Research; Hospital for Sick Children; Terry Fox Research Institute; Bundesministerium für Bildung und Forschung; Brain Tumour Charity; National Institutes of Health; Canada Research Chairs; Deutsche Krebshilfe; Alexander and Margaret Stewart Trust; Government of Ontario; American Lebanese Syrian Associated Charities; Genome Canada; Heidelberger Zentrum für Personalisierte Onkologie Deutsches Krebsforschungszentrum In Der Helmholtz-Gemeinschaft; BC Cancer Foundation; Stichting Kinderen Kankervrij; Ontario Institute for Cancer Research; Children's Hospital Foundation; Pediatric Brain Tumor Foundation; Genome British Columbia; Deutsches Krebsforschungszentrum","keywords":"Medulloblastoma; Biology; Genome; Computational biology; Genomics; Gene; Genetics; Bioinformatics; Oncology; Cancer research; Medicine","authors":[{"name":"Paul A. Northcott","is_ca":false},{"name":"Ivo Buchhalter","is_ca":false},{"name":"A. Sorana Morrissy","is_ca":true},{"name":"Volker Hovestadt","is_ca":false},{"name":"Joachim Weischenfeldt","is_ca":false},{"name":"Tobias Ehrenberger","is_ca":false},{"name":"Susanne Gröbner","is_ca":false},{"name":"Maia Segura‐Wang","is_ca":false},{"name":"Thomas Zichner","is_ca":false},{"name":"Vasilisa A. Rudneva","is_ca":false},{"name":"Hans-Jörg Warnatz","is_ca":false},{"name":"Nikos Sidiropoulos","is_ca":false},{"name":"Aaron H. Phillips","is_ca":false},{"name":"Steven E. Schumacher","is_ca":false},{"name":"Kortine Kleinheinz","is_ca":false},{"name":"Sebastian M. Waszak","is_ca":false},{"name":"Serap Erkek","is_ca":false},{"name":"David Jones","is_ca":false},{"name":"Barbara C. Worst","is_ca":false},{"name":"Marcel Kool","is_ca":false},{"name":"Marc Zapatka","is_ca":false},{"name":"Natalie Jäger","is_ca":false},{"name":"Lukas Chávez","is_ca":false},{"name":"Barbara Hutter","is_ca":false},{"name":"Matthias Bieg","is_ca":false},{"name":"Nagarajan Paramasivam","is_ca":false},{"name":"Michael C. Heinold","is_ca":false},{"name":"Zuguang Gu","is_ca":false},{"name":"Naveed Ishaque","is_ca":false},{"name":"Christina Jäger-Schmidt","is_ca":false},{"name":"Charles D. Imbusch","is_ca":false},{"name":"Alke Jugold","is_ca":false},{"name":"Daniel Hübschmann","is_ca":false},{"name":"Thomas S. Risch","is_ca":false},{"name":"Vyacheslav Amstislavskiy","is_ca":false},{"name":"F. Germán Rodríguez-González","is_ca":false},{"name":"Ursula Weber","is_ca":false},{"name":"Stephan Wolf","is_ca":false},{"name":"Giles Robinson","is_ca":false},{"name":"Xin Zhou","is_ca":false},{"name":"Gang Wu","is_ca":false},{"name":"David Finkelstein","is_ca":false},{"name":"Yanling Liu","is_ca":false},{"name":"Florence M.G. Cavalli","is_ca":true},{"name":"Betty Luu","is_ca":true},{"name":"Vijay Ramaswamy","is_ca":true},{"name":"Xiaochong Wu","is_ca":true},{"name":"Jan Köster","is_ca":false},{"name":"Marina Ryzhova","is_ca":false},{"name":"Yoon-Jae Cho","is_ca":false},{"name":"Scott L. Pomeroy","is_ca":false},{"name":"Christel Herold‐Mende","is_ca":false},{"name":"Martin U. Schuhmann","is_ca":false},{"name":"Martin Ebinger","is_ca":false},{"name":"Linda M. Liau","is_ca":false},{"name":"Jaume Mora","is_ca":false},{"name":"Roger E. McLendon","is_ca":false},{"name":"Nada Jabado","is_ca":true},{"name":"Toshihiro Kumabe","is_ca":false},{"name":"Eric Chuah","is_ca":true},{"name":"Yussanne Ma","is_ca":true},{"name":"Richard A. Moore","is_ca":true},{"name":"Andrew J. Mungall","is_ca":true},{"name":"Karen Mungall","is_ca":true},{"name":"Nina Thiessen","is_ca":true},{"name":"Kane Tse","is_ca":true},{"name":"Tina Wong","is_ca":true},{"name":"Steven J.M. Jones","is_ca":true},{"name":"Olaf Witt","is_ca":false},{"name":"Till Milde","is_ca":false},{"name":"Andreas von Deimling","is_ca":false},{"name":"David Capper","is_ca":false},{"name":"Andrey Korshunov","is_ca":false},{"name":"Marie-Laure Yaspo","is_ca":false},{"name":"Richard W. Kriwacki","is_ca":false},{"name":"Amar Gajjar","is_ca":false},{"name":"Jinghui Zhang","is_ca":false},{"name":"Rameen Beroukhim","is_ca":false},{"name":"Ernest Fraenkel","is_ca":false},{"name":"Jan O. Korbel","is_ca":false},{"name":"Benedikt Brors","is_ca":false},{"name":"Matthias Schlesner","is_ca":false},{"name":"Roland Eils","is_ca":false},{"name":"Marco A. Marra","is_ca":true},{"name":"Stefan M. Pfister","is_ca":false},{"name":"Michael D. Taylor","is_ca":true},{"name":"Peter Lichter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007906715308239151,"gpt":0.2709519143817833,"spread":0.2630451990735441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007841476,0.00006879189,0.0001318802,0.00002226291,0.0002102331,0.00002919425,0.0001488743,0.000276958,0.00003798118],"category_scores_gemma":[0.0001412614,0.00003536086,0.00007206653,0.00002842192,0.00006043522,0.0000262807,0.00003789359,0.0003791851,0.00003758965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001023131,"about_ca_system_score_gemma":0.00002225146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009375461,"about_ca_topic_score_gemma":0.00003738324,"domain_scores_codex":[0.9995317,0.000007397519,0.00007903,0.0001000607,0.0001695244,0.0001122984],"domain_scores_gemma":[0.9992299,0.00004803202,0.00008595587,0.000510129,0.00007697841,0.00004898951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000579474,0.000716179,0.8544744,0.0001136791,0.0007458835,0.0004050656,0.0003809331,0.000003101466,0.04988467,0.007170833,0.05589014,0.0296356],"study_design_scores_gemma":[0.0009865378,0.0001288777,0.8359655,0.00003868932,0.0000723662,0.0000251651,0.00004170442,0.000008095477,0.007859917,0.0001401389,0.1546914,0.00004161527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705909,0.006891835,2.211449e-7,0.01221466,0.0002218519,0.0001495222,0.00002541566,0.00001371244,0.009891822],"genre_scores_gemma":[0.99874,0.0001389173,0.00004837652,0.0001846082,0.0001234071,0.000008744261,0.00001388487,0.000007802225,0.0007342212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09880124,"threshold_uncertainty_score":0.2136154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2599750069","doi":"10.1056/nejmoa1611977","title":"Short-Course Radiation plus Temozolomide in Elderly Patients with Glioblastoma","year":2017,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1179,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; University of Calgary; Canadian Partnership Against Cancer; Kingston General Hospital; Princess Margaret Cancer Centre; Queen's University; Health Sciences Centre; Juravinski Cancer Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Temozolomide; Medicine; Hazard ratio; Radiation therapy; Internal medicine; Concomitant; Chemotherapy; Surgery; Dacarbazine; Randomization; Oncology; Confidence interval; Randomized controlled trial","authors":[{"name":"James Perry","is_ca":true},{"name":"Normand Laperrière","is_ca":true},{"name":"Christopher J. O’Callaghan","is_ca":true},{"name":"Alba A. Brandes","is_ca":true},{"name":"Johan Menten","is_ca":true},{"name":"Claire Phillips","is_ca":true},{"name":"Michael Fay","is_ca":true},{"name":"Ryo Nishikawa","is_ca":true},{"name":"J. Gregory Cairncross","is_ca":true},{"name":"Wilson Roa","is_ca":true},{"name":"David Osoba","is_ca":true},{"name":"John P. Rossiter","is_ca":true},{"name":"Arjun Sahgal","is_ca":true},{"name":"Hal W. Hirte","is_ca":true},{"name":"Florence Laigle–Donadey","is_ca":true},{"name":"Enrico Franceschi","is_ca":true},{"name":"Olivier Chinot","is_ca":true},{"name":"Vassilis Golfinopoulos","is_ca":true},{"name":"Laura Fariselli","is_ca":true},{"name":"Antje Wick","is_ca":true},{"name":"L. Feuvret","is_ca":true},{"name":"Michael Back","is_ca":true},{"name":"Michael Tills","is_ca":true},{"name":"Chad Winch","is_ca":true},{"name":"Brigitta G. Baumert","is_ca":true},{"name":"Wolfgang Wick","is_ca":true},{"name":"Keyue Ding","is_ca":true},{"name":"Warren Mason","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01251655366583655,"gpt":0.2795779988648718,"spread":0.2670614451990353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003643339,0.0001552076,0.0005206878,0.0002125687,0.00007871635,0.00001989838,0.0001252934,0.00005909527,0.00006302379],"category_scores_gemma":[0.0003035967,0.00008661635,0.00005109567,0.00007512777,0.00008569892,0.0001713567,0.00001286996,0.0002400435,0.000003894507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001217948,"about_ca_system_score_gemma":0.000167692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001502321,"about_ca_topic_score_gemma":0.0002927479,"domain_scores_codex":[0.998687,0.0000335779,0.0004285204,0.0001279007,0.0005314717,0.0001915382],"domain_scores_gemma":[0.9987384,0.00009003105,0.0003824339,0.0002861036,0.0001901125,0.0003128833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002032013,0.0002552721,0.6548538,0.00001191845,0.000108353,0.0008994644,0.0003352034,0.00002483891,0.00007705411,0.00001517276,0.002560922,0.3388259],"study_design_scores_gemma":[0.111153,0.006685601,0.8761915,0.0007401058,0.0003124425,0.0003622452,0.00006197856,0.0000284805,0.0003172646,0.00005611194,0.00401526,0.00007597643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893197,0.0007807124,0.00002843994,0.008604797,0.0003682258,0.0002399546,0.000001565108,0.000005740633,0.0006508696],"genre_scores_gemma":[0.9980237,0.0001910284,0.0001669051,0.0001547637,0.001367777,0.000002490133,0.000005975462,0.000016148,0.00007118531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.33875,"threshold_uncertainty_score":0.3532112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147013683","doi":"10.1200/jco.2012.43.2674","title":"Phase III Trial of Chemoradiotherapy for Anaplastic Oligodendroglioma: Long-Term Results of RTOG 9402","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1163,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; McGill University","funders":"National Cancer Institute","keywords":"Medicine; Procarbazine; Lomustine; Internal medicine; Hazard ratio; Oligodendroglial Tumor; Vincristine; Oligodendroglioma; Gastroenterology; Chemoradiotherapy; Radiation therapy; Proportional hazards model; Nuclear medicine; Oncology; Chemotherapy; Glioma; Confidence interval; Astrocytoma","authors":[{"name":"Gregory Cairncross","is_ca":true},{"name":"Meihua Wang","is_ca":true},{"name":"Edward Shaw","is_ca":true},{"name":"Robert B. Jenkins","is_ca":true},{"name":"David Brachman","is_ca":true},{"name":"Jan C. Buckner","is_ca":true},{"name":"Karen Fink","is_ca":true},{"name":"Luís Souhami","is_ca":true},{"name":"Normand Laperrière","is_ca":true},{"name":"Walter Curran","is_ca":true},{"name":"Minesh P. Mehta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.146231725299461,"gpt":0.5003239368345028,"spread":0.3540922115350418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002829778,0.0001528492,0.002435895,0.0002061708,0.00002046768,0.000002764396,0.0001367018,0.0003464001,0.00006646437],"category_scores_gemma":[0.003322693,0.0001018997,0.0009519187,0.0001502863,0.0002037941,0.00009353562,0.00001998429,0.0002867195,0.000002342419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009394892,"about_ca_system_score_gemma":0.0005867457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006332171,"about_ca_topic_score_gemma":0.000008947304,"domain_scores_codex":[0.9955682,0.0001853849,0.003482526,0.0001426054,0.0003431147,0.00027821],"domain_scores_gemma":[0.9912486,0.004271647,0.003341547,0.0002378221,0.0004717141,0.0004286501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.718096,0.07268079,0.02216803,0.0001325436,0.002218752,0.0003369149,0.0002097996,0.000004659501,0.003558793,0.0001551041,0.005648852,0.1747898],"study_design_scores_gemma":[0.8123072,0.1277304,0.03623569,0.0001822076,0.001632563,0.0003124365,0.00002739989,0.0000395295,0.0157536,0.00004901924,0.005629741,0.0001001802],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938782,0.001115123,0.0002190716,0.001617159,0.002188892,0.0005908707,0.00002948301,0.000004137467,0.0003570236],"genre_scores_gemma":[0.9941249,0.0005831475,0.002453271,0.0002021808,0.002555042,0.00001297549,0.000008627022,0.00001844637,0.00004134852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1746896,"threshold_uncertainty_score":0.4155349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211105004","doi":"10.1038/nrdp.2015.17","title":"Glioma","year":2015,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1149,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"","keywords":"Oligodendroglioma; Glioma; Oligodendroglial Tumor; Isocitrate dehydrogenase; Biology; Malignancy; IDH1; Pathology; Radiation therapy; Cancer research; Pilocytic astrocytoma; Epigenetics; Astrocytoma; Oncology; Medicine; Internal medicine; Gene; Mutant; Genetics","authors":[{"name":"Michael Weller","is_ca":false},{"name":"Wolfgang Wick","is_ca":false},{"name":"Ken Aldape","is_ca":true},{"name":"Michael Brada","is_ca":false},{"name":"Mitchel S. Berger","is_ca":false},{"name":"Stefan M. Pfister","is_ca":false},{"name":"Ryo Nishikawa","is_ca":false},{"name":"Mark Rosenthal","is_ca":false},{"name":"Patrick Y. Wen","is_ca":false},{"name":"Roger Stupp","is_ca":false},{"name":"Guido Reifenberger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06817468460500338,"gpt":0.4132533097156051,"spread":0.3450786251106017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000475297,0.0009125913,0.004491006,0.0003868805,0.00005914355,0.00004057765,0.0002859501,0.0007873708,0.0002954857],"category_scores_gemma":[0.0005133545,0.000552848,0.002593436,0.0008925227,0.00006776128,0.00006194266,0.0001115442,0.0011491,0.002243725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005666001,"about_ca_system_score_gemma":0.001325085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002524958,"about_ca_topic_score_gemma":3.881244e-7,"domain_scores_codex":[0.9967884,0.0003074164,0.0009370461,0.0008634463,0.0006401462,0.0004635352],"domain_scores_gemma":[0.9963202,0.00007795064,0.000558659,0.001357557,0.0001645829,0.001521071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001727202,0.0003996775,0.00001146129,0.03805754,0.0004504307,0.0009206957,0.000003084776,6.981966e-9,7.039344e-8,0.0001122183,0.07482075,0.8852068],"study_design_scores_gemma":[0.0005683058,0.00005435918,0.0000139311,0.04229219,0.01724374,0.0001615399,9.788703e-7,2.262151e-7,4.001753e-7,0.0000197878,0.9392199,0.0004246387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000122579,0.9917094,4.404576e-7,0.000176644,0.0005448533,0.00498203,0.0001323569,0.0001025543,0.002350552],"genre_scores_gemma":[0.000002044864,0.9959483,0.0004295692,0.0004031495,0.0005236697,0.0009970492,0.001283244,0.0001283301,0.000284633],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8847821,"threshold_uncertainty_score":0.9996923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3020099303","doi":"10.1093/neuonc/noaa106","title":"Glioblastoma in adults: a Society for Neuro-Oncology (SNO) and European Society of Neuro-Oncology (EANO) consensus review on current management and future directions","year":2020,"lang":"en","type":"review","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1137,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Cancer Institute","keywords":"Glioblastoma; Medicine; Oncology; Current (fluid); Internal medicine; Clinical Oncology; Cancer research; Cancer; Engineering","authors":[{"name":"Patrick Y. Wen","is_ca":false},{"name":"Michael Weller","is_ca":false},{"name":"Eudocia Q. Lee","is_ca":false},{"name":"Brian M. Alexander","is_ca":false},{"name":"Jill S. Barnholtz‐Sloan","is_ca":false},{"name":"Floris P Barthel","is_ca":false},{"name":"Tracy T. Batchelor","is_ca":false},{"name":"Ranjit S. Bindra","is_ca":false},{"name":"Susan M. Chang","is_ca":false},{"name":"E. Antonio Chiocca","is_ca":false},{"name":"Timothy F. Cloughesy","is_ca":false},{"name":"John DeGroot","is_ca":false},{"name":"Evanthia Galanis","is_ca":false},{"name":"Mark R. Gilbert","is_ca":false},{"name":"Monika E. Hegi","is_ca":false},{"name":"Craig Horbinski","is_ca":false},{"name":"Raymond Y. Huang","is_ca":false},{"name":"Andrew B. Lassman","is_ca":false},{"name":"Émilie Le Rhun","is_ca":false},{"name":"Michael Lim","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false},{"name":"Ingo K. Mellinghoff","is_ca":false},{"name":"Giuseppe Minniti","is_ca":false},{"name":"David A. Nathanson","is_ca":false},{"name":"Michael Platten","is_ca":false},{"name":"Matthias Preusser","is_ca":false},{"name":"Patrick Roth","is_ca":false},{"name":"Marc Sanson","is_ca":false},{"name":"David Schiff","is_ca":false},{"name":"Susan Short","is_ca":false},{"name":"Martin Taphoorn","is_ca":false},{"name":"Joerg-Christian Tonn","is_ca":false},{"name":"Jonathan Tsang","is_ca":false},{"name":"Roel G.W. Verhaak","is_ca":false},{"name":"Andreas von Deimling","is_ca":false},{"name":"Wolfgang Wick","is_ca":false},{"name":"Gelareh Zadeh","is_ca":true},{"name":"David A. Reardon","is_ca":false},{"name":"Kenneth Aldape","is_ca":false},{"name":"Martin J. van den Bent","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03419157958366423,"gpt":0.342829593432821,"spread":0.3086380138491568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008181101,0.00129448,0.005759718,0.0003747504,0.0002332295,0.00002538084,0.0003578082,0.0007819682,0.00004553648],"category_scores_gemma":[0.0004218772,0.001072665,0.001957695,0.001035573,0.0006073045,0.00004922903,0.000618657,0.00184589,0.00002945825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009860382,"about_ca_system_score_gemma":0.0008531786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009790974,"about_ca_topic_score_gemma":0.00004556865,"domain_scores_codex":[0.992488,0.00177818,0.002233408,0.002140554,0.0004074919,0.0009523669],"domain_scores_gemma":[0.9927416,0.004009495,0.001568086,0.0008299791,0.0002463868,0.0006043859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004272612,0.00197291,0.00004454367,0.05170051,0.0006879887,0.00132569,0.0004372135,3.576372e-7,0.00008271734,0.0001793585,0.08328978,0.8598517],"study_design_scores_gemma":[0.007983789,0.0113617,0.00008367259,0.01261034,0.005857045,0.001942336,0.0002364719,0.00004323691,0.00001237151,0.00001344718,0.9592988,0.0005567081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003497856,0.9690173,0.000005186603,0.01808083,0.001958259,0.008700471,0.0004070823,0.0001466427,0.001334403],"genre_scores_gemma":[0.00004861904,0.9866784,0.0009910145,0.009081207,0.001021055,0.001749316,0.0001966455,0.000224081,0.000009618403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8760091,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128130529","doi":"10.1038/nature16071","title":"Brain tumour cells interconnect to a functional and resistant network","year":2015,"lang":"en","type":"article","venue":"Nature","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1132,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Radioresistance; Astrocytoma; Infiltration (HVAC); Glioma; Microglia; Cancer research; Radiation therapy; Cell; Biology; Pathology; Neuroscience; Medicine; Immunology; Internal medicine; Materials science; Inflammation","authors":[{"name":"Matthias Osswald","is_ca":false},{"name":"Erik Jung","is_ca":false},{"name":"Felix Sahm","is_ca":false},{"name":"Gergely Solecki","is_ca":false},{"name":"Varun Venkataramani","is_ca":false},{"name":"Jonas Blaes","is_ca":false},{"name":"Sophie Weil","is_ca":false},{"name":"Heinz Horstmann","is_ca":false},{"name":"Benedikt Wiestler","is_ca":false},{"name":"Mustafa Syed","is_ca":false},{"name":"Lulu Huang","is_ca":false},{"name":"Miriam Ratliff","is_ca":false},{"name":"Kianush Karimian‐Jazi","is_ca":false},{"name":"Felix T. Kurz","is_ca":false},{"name":"Torsten Schmenger","is_ca":false},{"name":"Dieter Lemke","is_ca":false},{"name":"Miriam Gömmel","is_ca":false},{"name":"Martin Pauli","is_ca":false},{"name":"Yunxiang Liao","is_ca":false},{"name":"P. Haring Bolívar","is_ca":false},{"name":"Stefan Pusch","is_ca":false},{"name":"Verena Herl","is_ca":false},{"name":"Christian Steinhäuser","is_ca":false},{"name":"Damir Krunic","is_ca":false},{"name":"Mostafa Jarahian","is_ca":false},{"name":"Hrvoje Miletić","is_ca":false},{"name":"Anna S. Berghoff","is_ca":false},{"name":"Oliver Griesbeck","is_ca":false},{"name":"Georgios Kalamakis","is_ca":false},{"name":"Olga Garaschuk","is_ca":false},{"name":"Matthias Preusser","is_ca":false},{"name":"Samuel Weiss","is_ca":true},{"name":"Hai‐Kun Liu","is_ca":false},{"name":"Sabine Heiland","is_ca":false},{"name":"Michael Platten","is_ca":false},{"name":"Peter E. Huber","is_ca":false},{"name":"Thomas Kuner","is_ca":false},{"name":"Andreas von Deimling","is_ca":false},{"name":"Wolfgang Wick","is_ca":false},{"name":"Frank Winkler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01589460151247749,"gpt":0.2642378279259806,"spread":0.2483432264135031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001311568,0.00008495979,0.0001342816,0.000044225,0.00002773367,0.00001614318,0.00002315936,0.0002350047,0.00004870885],"category_scores_gemma":[0.0001173131,0.00006067771,0.00003368296,0.0001303999,0.00001033677,0.00002006926,0.00003068778,0.0003784256,0.00005114368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000559361,"about_ca_system_score_gemma":0.00003486059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001396294,"about_ca_topic_score_gemma":0.00004397006,"domain_scores_codex":[0.9994336,0.00001782599,0.00007616635,0.000171273,0.0001637755,0.000137313],"domain_scores_gemma":[0.9995078,0.00006756544,0.00001701784,0.0001093307,0.00007270358,0.0002255775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000572779,0.0001237257,0.006696188,0.00001410497,0.00006689817,0.0002609586,0.0001604964,0.00003058192,0.009725159,0.001274754,0.9794174,0.00165689],"study_design_scores_gemma":[0.005674914,0.001583162,0.2430695,0.0003425163,0.0001647706,0.0002162904,0.0003161273,0.00006770845,0.01647078,0.001414406,0.7304116,0.000268238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672155,0.004105804,0.00001713537,0.0252564,0.0004900733,0.0002574653,0.00001080978,0.00003629354,0.002610484],"genre_scores_gemma":[0.9900985,0.000007486261,0.0008002475,0.008025807,0.0004194597,0.00001625005,0.00001573505,0.00001011121,0.0006063374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2490059,"threshold_uncertainty_score":0.2474365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2749747068","doi":"10.1016/s1470-2045(17)30517-x","title":"Rindopepimut with temozolomide for patients with newly diagnosed, EGFRvIII-expressing glioblastoma (ACT IV): a randomised, double-blind, international phase 3 trial","year":2017,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1113,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Foothills Medical Centre; University of Calgary; Sunnybrook Health Science Centre; Juravinski Cancer Centre","funders":"Celldex Therapeutics","keywords":"Temozolomide; Medicine; Internal medicine; Clinical endpoint; Oncology; Progression-free survival; Phases of clinical research; Clinical trial; Chemotherapy; Surgery","authors":[{"name":"Michael Weller","is_ca":false},{"name":"Nicholas Butowski","is_ca":false},{"name":"David Tran","is_ca":false},{"name":"Lawrence D. Recht","is_ca":false},{"name":"Michael Lim","is_ca":false},{"name":"Hal W. Hirte","is_ca":true},{"name":"Lynn S. Ashby","is_ca":false},{"name":"Laszlo Mechtler","is_ca":false},{"name":"Samuel Goldlust","is_ca":false},{"name":"Fábio M. Iwamoto","is_ca":false},{"name":"Jan Drappatz","is_ca":false},{"name":"Donald M. O’Rourke","is_ca":false},{"name":"Mark Wong","is_ca":false},{"name":"Mark G. Hamilton","is_ca":true},{"name":"Gaetano Finocchiaro","is_ca":false},{"name":"James Perry","is_ca":true},{"name":"Wolfgang Wick","is_ca":false},{"name":"Jennifer Green","is_ca":false},{"name":"Yi He","is_ca":false},{"name":"Christopher D. Turner","is_ca":false},{"name":"Michael Yellin","is_ca":false},{"name":"Tibor Keler","is_ca":false},{"name":"Thomas A. Davis","is_ca":false},{"name":"Roger Stupp","is_ca":false},{"name":"John H. Sampson","is_ca":false},{"name":"Jian Campian","is_ca":false},{"name":"Kevin Becker","is_ca":false},{"name":"Gene H. Barnett","is_ca":false},{"name":"Garth Nicholas","is_ca":false},{"name":"Annick Desjardins","is_ca":false},{"name":"Tara Benkers","is_ca":false},{"name":"Naveed Wagle","is_ca":false},{"name":"Morris D. Groves","is_ca":false},{"name":"Santosh Kesari","is_ca":false},{"name":"Zsolt Horváth","is_ca":false},{"name":"Ryan Merrell","is_ca":false},{"name":"Richard Curry","is_ca":false},{"name":"James O’Rourke","is_ca":false},{"name":"David M. Schuster","is_ca":false},{"name":"Maciej M. Mrugała","is_ca":false},{"name":"Randy Jensen","is_ca":false},{"name":"John Trusheim","is_ca":false},{"name":"Glenn J. Lesser","is_ca":false},{"name":"Karl Bélanger","is_ca":false},{"name":"Andrew E. Sloan","is_ca":false},{"name":"Benjamin Purow","is_ca":false},{"name":"Karen Fink","is_ca":false},{"name":"Jeffrey J. Raizer","is_ca":false},{"name":"Michael Schulder","is_ca":false},{"name":"Suresh Nair","is_ca":false},{"name":"Scott Peak","is_ca":false},{"name":"Alba A. Brandes","is_ca":false},{"name":"Nimish Mohile","is_ca":false},{"name":"Joseph Landolfi","is_ca":false},{"name":"Jon Olson","is_ca":false},{"name":"Ross Jennens","is_ca":false},{"name":"Paul DeSouza","is_ca":false},{"name":"Bridget A. Robinson","is_ca":false},{"name":"Marka R. Crittenden","is_ca":false},{"name":"Kent C. Shih","is_ca":false},{"name":"Alexandra Flowers","is_ca":false},{"name":"Shirley Ong","is_ca":false},{"name":"Jennifer Connelly","is_ca":false},{"name":"Costas G. Hadjipanayis","is_ca":false},{"name":"Pierre Giglio","is_ca":false},{"name":"Frank E. Mott","is_ca":false},{"name":"David Mathieu","is_ca":false},{"name":"N. Lessard","is_ca":false},{"name":"Sanchez Juan Sepulveda","is_ca":false},{"name":"József Lövey","is_ca":false},{"name":"Helen Wheeler","is_ca":false},{"name":"Po-Ling Inglis","is_ca":false},{"name":"Claire Hardie","is_ca":false},{"name":"Daniela A. Bota","is_ca":false},{"name":"Maciej S. Lesniak","is_ca":false},{"name":"Jana Portnow","is_ca":false},{"name":"Bruce Frankel","is_ca":false},{"name":"Larry Junck","is_ca":false},{"name":"Reid C. Thompson","is_ca":false},{"name":"Lawrence Berk","is_ca":false},{"name":"John Paul McGhie","is_ca":false},{"name":"David Macdonald","is_ca":false},{"name":"Frank Saran","is_ca":false},{"name":"Riccardo Soffietti","is_ca":false},{"name":"Deborah T. Blumenthal","is_ca":false},{"name":"Sá Barreto Costa Marcos André de","is_ca":false},{"name":"Anna K. Nowak","is_ca":false},{"name":"Nimit Singhal","is_ca":false},{"name":"Andreas F. Hottinger","is_ca":false},{"name":"Andrea Schmid","is_ca":false},{"name":"Gordan Srkalović","is_ca":false},{"name":"David S. Baskin","is_ca":false},{"name":"Camilo E. Fadul","is_ca":false},{"name":"Burt Nabors","is_ca":false},{"name":"Renato V. LaRocca","is_ca":false},{"name":"John L. Villano","is_ca":false},{"name":"Nina A. Paleologos","is_ca":false},{"name":"Petr Kavan","is_ca":false},{"name":"Marshall Pitz","is_ca":false},{"name":"Brian Thiessen","is_ca":false},{"name":"Ahmed Idbaïh","is_ca":false},{"name":"Jean‐Sébastien Frenel","is_ca":false},{"name":"Julien Dômont","is_ca":false},{"name":"Oliver Grauer","is_ca":false},{"name":"Peter Hau","is_ca":false},{"name":"Christine Marosi","is_ca":false},{"name":"Jan Šroubek","is_ca":false},{"name":"Elizabeth Hovey","is_ca":false},{"name":"P.S. Sridhar","is_ca":false},{"name":"Lawrence Cher","is_ca":false},{"name":"Erin Dunbar","is_ca":false},{"name":"Thomas Coyle","is_ca":false},{"name":"Jane M. Raymond","is_ca":false},{"name":"Kevin Barton","is_ca":false},{"name":"Michael J. Guarino","is_ca":false},{"name":"Sumul Raval","is_ca":false},{"name":"Baldassarre Stea","is_ca":false},{"name":"J. Richard Dietrich","is_ca":false},{"name":"Kirsten Hopkins","is_ca":false},{"name":"Sara Erridge","is_ca":false},{"name":"Joachim-Peter Steinbach","is_ca":false},{"name":"Losada Estela Pineda","is_ca":false},{"name":"Barco Berron Sonia del","is_ca":false},{"name":"M. Wenczl","is_ca":false},{"name":"Katalin Molnár","is_ca":false},{"name":"Katalin Hidéghety","is_ca":false},{"name":"Alexander Lossos","is_ca":false},{"name":"Linde Myra van","is_ca":false},{"name":"Ana Levy","is_ca":false},{"name":"Rosemary Harrup","is_ca":false},{"name":"William P. Patterson","is_ca":false},{"name":"Zarnie Lwin","is_ca":false},{"name":"Sith Sathornsumetee","is_ca":false},{"name":"E-Jian Lee","is_ca":false},{"name":"Jih-Tsun Ho","is_ca":false},{"name":"Steven Emmons","is_ca":false},{"name":"J. Paul Duic","is_ca":false},{"name":"Spencer H. Shao","is_ca":false},{"name":"Hani Ashamalla","is_ca":false},{"name":"Michael Weaver","is_ca":false},{"name":"Jose Lutzky","is_ca":false},{"name":"Nicholas G. Avgeropoulos","is_ca":false},{"name":"Wahid T. Hanna","is_ca":false},{"name":"Mukund Nadipuram","is_ca":false},{"name":"G Cecchi","is_ca":false},{"name":"Robert D. O’Donnell","is_ca":false},{"name":"Susan C. Pannullo","is_ca":false},{"name":"Jennifer Carney","is_ca":false},{"name":"Mark Hamilton","is_ca":true},{"name":"Mary MacNeil","is_ca":false},{"name":"R. P. Beaney","is_ca":false},{"name":"Michel Fabbro","is_ca":false},{"name":"Oliver Schnell","is_ca":false},{"name":"Rainer Fietkau","is_ca":false},{"name":"Guenther Stockhammer","is_ca":false},{"name":"Běla Malinová","is_ca":false},{"name":"Karel Odrážka","is_ca":false},{"name":"Martin Sameš","is_ca":false},{"name":"Gil Miguel Gil","is_ca":false},{"name":"E. Razis","is_ca":false},{"name":"Konstantin Lavrenkov","is_ca":false},{"name":"Guillermo Castro","is_ca":false},{"name":"Francisco Ramirez","is_ca":false},{"name":"Clarissa Baldotto","is_ca":false},{"name":"Fabiana Viola","is_ca":false},{"name":"Suzana Mária Fleury Malheiros","is_ca":false},{"name":"Jason D. Lickliter","is_ca":false},{"name":"Stanislaw J. Gauden","is_ca":false},{"name":"Arunee Dechaphunkul","is_ca":false},{"name":"Iyavut Thaipisuttikul","is_ca":false},{"name":"Ziad Thotathil","is_ca":false},{"name":"Hsin‐I Ma","is_ca":false},{"name":"Wen-Yu Cheng","is_ca":false},{"name":"Chin-Hong Chang","is_ca":false},{"name":"Fernando Palacios Salas","is_ca":false},{"name":"Pierre‐Yves Dietrich","is_ca":false},{"name":"Christoph Mamot","is_ca":false},{"name":"Lakshmi Nayak","is_ca":false},{"name":"Shona Nag","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05302134748243224,"gpt":0.3716507209685209,"spread":0.3186293734860886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004495143,0.0002859948,0.0008999619,0.00009677834,0.0004847942,0.000144012,0.0004816237,0.0001285091,0.00008499122],"category_scores_gemma":[0.0002416461,0.0001479315,0.0001477472,0.00005567251,0.0002829683,0.000187443,0.0001009164,0.000226044,0.00002021845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000205292,"about_ca_system_score_gemma":0.0002314671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009248185,"about_ca_topic_score_gemma":0.0003345678,"domain_scores_codex":[0.9983472,0.00009098108,0.0003517699,0.0004120582,0.0003310514,0.0004669944],"domain_scores_gemma":[0.9974843,0.0007115377,0.0005894551,0.0008169659,0.0002427644,0.0001550021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9503551,0.003669396,0.02317857,0.00002352852,0.0008125104,0.0002635996,0.0002483571,0.00002519375,0.00009000496,0.00013727,0.002235575,0.01896086],"study_design_scores_gemma":[0.9425191,0.01237328,0.006859765,0.0001529643,0.0006015801,0.00005475304,0.0000441225,0.0001205548,0.0009141603,0.0000378086,0.03613635,0.0001855896],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822843,0.00005311795,0.0001213705,0.007335324,0.000661911,0.004903834,0.00006442433,0.00005351805,0.004522196],"genre_scores_gemma":[0.9938987,0.00004014841,0.001350909,0.0005907259,0.001680368,0.002169387,0.0001013359,0.00004481114,0.0001235866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03390078,"threshold_uncertainty_score":0.6032472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2093783077","doi":"10.1158/1078-0432.ccr-06-2309","title":"Phase II Trial of Bevacizumab and Irinotecan in Recurrent Malignant Glioma","year":2007,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1075,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Immunovaccine (Canada)","funders":"National Institute of Neurological Disorders and Stroke; National Cancer Institute","keywords":"Medicine; Bevacizumab; Irinotecan; Glioma; Surgery; Internal medicine; Chemotherapy; Gastroenterology; Cancer; Colorectal cancer","authors":[{"name":"James J. Vredenburgh","is_ca":true},{"name":"Annick Desjardins","is_ca":true},{"name":"James E. Herndon","is_ca":false},{"name":"Jeannette M. Dowell","is_ca":false},{"name":"David A. Reardon","is_ca":false},{"name":"Jennifer A. Quinn","is_ca":true},{"name":"Jeremy N. Rich","is_ca":true},{"name":"Sith Sathornsumetee","is_ca":true},{"name":"Sridharan Gururangan","is_ca":false},{"name":"Melissa Wagner","is_ca":false},{"name":"Darell D. Bigner","is_ca":false},{"name":"Allan H. Friedman","is_ca":false},{"name":"Henry S. Friedman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2874148997796409,"gpt":0.5805459813262088,"spread":0.2931310815465679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044257,0.0001082297,0.0004911741,0.0003507585,0.0000690227,0.000009201764,0.00009951938,0.00014189,0.0001631339],"category_scores_gemma":[0.0009357502,0.00008036046,0.0001194766,0.0005703453,0.0003560467,0.00002910802,0.0001615267,0.0004963905,0.000007314349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001699167,"about_ca_system_score_gemma":0.0003055321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006654196,"about_ca_topic_score_gemma":0.000716592,"domain_scores_codex":[0.9974654,0.0001888073,0.0008193247,0.0004058882,0.0006524184,0.0004681368],"domain_scores_gemma":[0.9980808,0.0009261773,0.00008328607,0.0003395473,0.0002271341,0.0003430408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.15647,0.02817805,0.02471254,0.000137303,0.0001128797,0.001189417,0.000234523,2.680051e-7,0.002714444,0.000403114,0.00159165,0.7842557],"study_design_scores_gemma":[0.6986326,0.1171311,0.1119668,0.001227927,0.0001420205,0.0000426451,0.0003149447,0.00009493876,0.04771168,0.0006574137,0.02178612,0.0002917542],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993359,0.002578462,0.000001985925,0.002116848,0.000264248,0.001086727,0.00001871641,0.000009085159,0.0005649733],"genre_scores_gemma":[0.9976918,0.001663522,0.00007147694,0.00003957359,0.0003395111,0.0001145274,0.00000666495,0.00001389404,0.00005908756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.783964,"threshold_uncertainty_score":0.3277005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2313086999","doi":"10.1056/nejmoa1500925","title":"Radiation plus Procarbazine, CCNU, and Vincristine in Low-Grade Glioma","year":2016,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1044,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Cancer Institute; U.S. Food and Drug Administration","keywords":"Medicine; Procarbazine; Lomustine; Vincristine; Radiation therapy; Oligodendroglioma; Surgery; Chemotherapy; Glioma; Astrocytoma; Hazard ratio; Internal medicine; Cyclophosphamide","authors":[{"name":"Jan C. Buckner","is_ca":false},{"name":"Edward G. Shaw","is_ca":false},{"name":"Stephanie L. Pugh","is_ca":false},{"name":"Arnab Chakravarti","is_ca":false},{"name":"Mark R. Gilbert","is_ca":false},{"name":"Geoffrey Barger","is_ca":false},{"name":"Stephen W. Coons","is_ca":false},{"name":"Peter E. Ricci","is_ca":false},{"name":"Dennis E. Bullard","is_ca":false},{"name":"Paul D. Brown","is_ca":false},{"name":"K. Stelzer","is_ca":false},{"name":"David Brachman","is_ca":false},{"name":"John H. Suh","is_ca":false},{"name":"Christopher J. Schultz","is_ca":false},{"name":"Jean-Paul Bahary","is_ca":true},{"name":"Barbara J. Fisher","is_ca":false},{"name":"Harold Kim","is_ca":false},{"name":"Albert Murtha","is_ca":false},{"name":"Erica H. Bell","is_ca":false},{"name":"Minhee Won","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false},{"name":"Walter J. Curran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0132685800197703,"gpt":0.2706406628666471,"spread":0.2573720828468768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004954359,0.0001466527,0.0004994847,0.0003847953,0.00002111977,0.000005302223,0.00005125453,0.00005842706,0.0001141274],"category_scores_gemma":[0.0006201819,0.00007094922,0.0000430647,0.0002137056,0.00007192069,0.00009067365,0.00001255979,0.000134554,0.000003641929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355986,"about_ca_system_score_gemma":0.0001382467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001343247,"about_ca_topic_score_gemma":0.00004801378,"domain_scores_codex":[0.9987491,0.00004746791,0.000515254,0.000134872,0.000371029,0.0001822932],"domain_scores_gemma":[0.9989449,0.0002620966,0.0002393507,0.0001179855,0.0001037035,0.0003319747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002343762,0.0004792296,0.2783574,0.0001073781,0.0002195917,0.004979098,0.001213047,0.000007337244,0.05808337,0.0003017575,0.01469838,0.6392097],"study_design_scores_gemma":[0.348658,0.005296099,0.5944034,0.004528901,0.0004845473,0.01002435,0.0001222269,0.0001035999,0.01073506,0.001077728,0.02435481,0.0002111993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957462,0.005314944,0.0001466622,0.03633076,0.0002573448,0.0001870156,0.000001796939,0.000008790115,0.0002906884],"genre_scores_gemma":[0.9957129,0.001541625,0.00024705,0.0002733689,0.0020862,0.000002717979,0.000003072093,0.00001374747,0.0001193131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6389985,"threshold_uncertainty_score":0.2893225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028643362","doi":"10.1007/s00401-012-0998-0","title":"K27M mutation in histone H3.3 defines clinically and biologically distinct subgroups of pediatric diffuse intrinsic pontine gliomas","year":2012,"lang":"en","type":"article","venue":"Acta Neuropathologica","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1020,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; SickKids Foundation; McGill University and Génome Québec Innovation Centre; Hospital for Sick Children; Montreal Children's Hospital; McGill University","funders":"Fondation des Etoiles; Deutsche Krebshilfe; Genome British Columbia; Bundesministerium für Bildung und Forschung; Canadian Institutes of Health Research; Genome Canada","keywords":"ATRX; Histone H3; Mutation; Histone; IDH1; Medicine; Biology; Cancer research; Internal medicine; Oncology; Genetics; Gene","authors":[{"name":"Dong-Anh Khuong-Quang","is_ca":true},{"name":"Pawel Buczkowicz","is_ca":true},{"name":"Patricia Rakopoulos","is_ca":true},{"name":"Xiao-Yang Liu","is_ca":true},{"name":"Adam M. Fontebasso","is_ca":true},{"name":"Éric Bouffet","is_ca":true},{"name":"Ute Bartels","is_ca":true},{"name":"Steffen Albrecht","is_ca":true},{"name":"Jeremy Schwartzentruber","is_ca":true},{"name":"Louis Létourneau","is_ca":true},{"name":"Mathieu Bourgey","is_ca":true},{"name":"Guillaume Bourque","is_ca":true},{"name":"Alexandre Montpetit","is_ca":true},{"name":"Geneviève Bourret","is_ca":true},{"name":"Pierre Lepage","is_ca":true},{"name":"Adam Fleming","is_ca":true},{"name":"Peter Lichter","is_ca":false},{"name":"Marcel Kool","is_ca":false},{"name":"Andreas von Deimling","is_ca":false},{"name":"Dominik Sturm","is_ca":false},{"name":"Andrey Korshunov","is_ca":false},{"name":"Damien Faury","is_ca":true},{"name":"David Jones","is_ca":false},{"name":"Jacek Majewski","is_ca":true},{"name":"Stefan M. Pfister","is_ca":false},{"name":"Nada Jabado","is_ca":true},{"name":"Cynthia Hawkins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02906679716403458,"gpt":0.2966121208320455,"spread":0.2675453236680109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000468562,0.0002418817,0.0005615312,0.0002445527,0.00004841984,0.00001084814,0.00009531216,0.0001494049,0.00003955803],"category_scores_gemma":[0.001821929,0.00016105,0.0001053769,0.000440573,0.0001602765,0.00009232844,0.0001362674,0.0002032137,0.00001615518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002968488,"about_ca_system_score_gemma":0.00001811768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001896525,"about_ca_topic_score_gemma":0.00000551437,"domain_scores_codex":[0.9981576,0.0002166005,0.0006827512,0.0003906072,0.000179834,0.0003726214],"domain_scores_gemma":[0.9985481,0.0005791144,0.0003030849,0.0003058695,0.0000794961,0.0001843192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003273664,0.002730877,0.9701532,0.00004179716,0.00001015301,0.001014236,0.0001046537,1.707973e-7,0.02038966,0.0001510233,0.00007121852,0.005005623],"study_design_scores_gemma":[0.002574989,0.001895147,0.9938071,0.00001615893,0.0001705804,0.0005149702,0.00001840349,0.000005094883,0.0006035513,0.00007538273,0.000174381,0.0001441856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967061,0.001427838,0.000006543107,0.0008087782,0.0001578639,0.0004085725,0.00001366451,0.00006842679,0.000402266],"genre_scores_gemma":[0.997647,0.001004415,0.0007695785,0.0002721246,0.0001833672,0.00004719954,0.00004110149,0.00001989956,0.00001524151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02365393,"threshold_uncertainty_score":0.6567426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913928134","doi":"10.1038/s41571-019-0177-5","title":"Challenges to curing primary brain tumours","year":2019,"lang":"en","type":"review","venue":"Nature Reviews Clinical Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":972,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University Health Network","funders":"Cancer Research UK; National Institutes of Health; National Cancer Institute; National Institute of Neurological Disorders and Stroke; Medical Research Council; Brain Tumour Charity","keywords":"Brain cancer; Brain research; Medicine; Intensive care medicine; Neuroscience; Cancer; Psychology; Internal medicine","authors":[{"name":"Kenneth Aldape","is_ca":true},{"name":"Kevin M. Brindle","is_ca":false},{"name":"Louis Chesler","is_ca":false},{"name":"Rajesh Chopra","is_ca":false},{"name":"Amar Gajjar","is_ca":false},{"name":"Mark R. Gilbert","is_ca":false},{"name":"Nicholas G. Gottardo","is_ca":false},{"name":"David H. Gutmann","is_ca":false},{"name":"Darren Hargrave","is_ca":false},{"name":"Eric C. Holland","is_ca":false},{"name":"David Jones","is_ca":false},{"name":"Johanna A. Joyce","is_ca":false},{"name":"Pamela Kearns","is_ca":false},{"name":"Mark W. Kieran","is_ca":false},{"name":"Ingo K. Mellinghoff","is_ca":false},{"name":"Melinda S. Merchant","is_ca":false},{"name":"Stefan M. Pfister","is_ca":false},{"name":"Steven M. Pollard","is_ca":false},{"name":"Vijay Ramaswamy","is_ca":true},{"name":"Jeremy N. Rich","is_ca":false},{"name":"Giles Robinson","is_ca":false},{"name":"David H. Rowitch","is_ca":false},{"name":"John H. Sampson","is_ca":false},{"name":"Michael D. Taylor","is_ca":true},{"name":"Paul Workman","is_ca":false},{"name":"Richard J. Gilbertson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3081992535077119,"gpt":0.5503383396841285,"spread":0.2421390861764166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004184835,0.0008918786,0.01358897,0.0003401779,0.00004564833,0.00001526534,0.0005207373,0.004042353,0.0001454707],"category_scores_gemma":[0.005418867,0.0005454312,0.003750511,0.0004569221,0.00008760288,0.00004091884,0.0003646883,0.004445096,0.0044077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008332137,"about_ca_system_score_gemma":0.001321004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001341016,"about_ca_topic_score_gemma":0.00001656404,"domain_scores_codex":[0.9922829,0.001826925,0.00326963,0.00157393,0.0003923637,0.0006543113],"domain_scores_gemma":[0.9904022,0.005711511,0.001428587,0.001561355,0.000133995,0.0007623288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002370696,0.001133621,0.00004054691,0.03403682,0.000396322,0.0003503737,0.000008225489,1.365662e-8,6.200967e-8,0.0003245567,0.06227802,0.9014077],"study_design_scores_gemma":[0.001201846,0.002103434,0.0004428036,0.0478402,0.005292526,0.0002943751,0.000002048335,7.086474e-8,8.884361e-8,0.00001328635,0.942395,0.0004142779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002819585,0.9587301,8.312837e-7,0.01310689,0.002625249,0.00655418,0.00002058348,0.00007103378,0.0188883],"genre_scores_gemma":[0.000001641926,0.9819912,0.001324671,0.01250513,0.002347252,0.0008619503,0.000217993,0.0001246757,0.0006255199],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9009935,"threshold_uncertainty_score":0.9996997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977392502","doi":"10.1054/bjoc.2000.1316","title":"A phase II study of temozolomide vs. procarbazine in patients with glioblastoma multiforme at first relapse","year":2000,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":939,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Temozolomide; Medicine; Procarbazine; Internal medicine; Chemotherapy; Adverse effect; Quality of life (healthcare); Phases of clinical research; Cancer; Dacarbazine; Progression-free survival; Oncology; Surgery; Vincristine; Cyclophosphamide","authors":[{"name":"W.K. Alfred Yung","is_ca":false},{"name":"Robert E. Albright","is_ca":false},{"name":"Jeffrey J. Olson","is_ca":false},{"name":"Ruth K. Fredericks","is_ca":false},{"name":"Karen Fink","is_ca":false},{"name":"Michael D. Prados","is_ca":false},{"name":"M. Brada","is_ca":false},{"name":"A. Spence","is_ca":false},{"name":"Raymond J. Hohl","is_ca":false},{"name":"William Shapiro","is_ca":false},{"name":"Michael Glantz","is_ca":false},{"name":"H. S. Greenberg","is_ca":false},{"name":"Robert G. Selker","is_ca":false},{"name":"Nicholas A. Vick","is_ca":false},{"name":"R. Rampling","is_ca":false},{"name":"Henry S. Friedman","is_ca":false},{"name":"Peter C. Phillips∥","is_ca":false},{"name":"Janet Bruner","is_ca":false},{"name":"N C Yue","is_ca":false},{"name":"David Osoba","is_ca":true},{"name":"Sara Zaknoen","is_ca":false},{"name":"Victor A. Levin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00595770731350117,"gpt":0.2567829562355224,"spread":0.2508252489220213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009632456,0.0001293812,0.0004910762,0.0001300751,0.0000730172,0.00001090012,0.00006940465,0.00004263438,0.0005291022],"category_scores_gemma":[0.00002954834,0.0001061375,0.00007599219,0.00024235,0.00003943828,0.0001270533,0.00001991626,0.0001574327,0.000003065896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002763383,"about_ca_system_score_gemma":0.00008157838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007690386,"about_ca_topic_score_gemma":0.01078133,"domain_scores_codex":[0.9986073,0.00002307664,0.0005559064,0.0001494142,0.0004688925,0.0001954014],"domain_scores_gemma":[0.99919,0.00002244057,0.0002899746,0.0001145949,0.0002427293,0.0001402471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01295465,0.02652584,0.8121233,0.00005234106,0.0003371708,0.002279524,0.0007843315,0.0001629854,0.00004012655,1.380614e-7,0.001565571,0.143174],"study_design_scores_gemma":[0.09150997,0.03393143,0.8676962,0.001888698,0.0002849317,0.0005385004,0.00008580096,0.00001802958,0.0007577658,0.000001302091,0.003172647,0.0001146964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972417,0.001757587,1.14961e-7,0.0001756286,0.00005137589,0.000647069,0.00002948854,0.000005278845,0.00009171502],"genre_scores_gemma":[0.9990013,0.0005923529,0.00006461917,0.00006871925,0.00005689139,0.00004424519,0.000003150293,0.00002189207,0.0001467792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1430593,"threshold_uncertainty_score":0.6016236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162605078","doi":"10.1200/jco.2004.06.082","title":"Abbreviated Course of Radiation Therapy in Older Patients With Glioblastoma Multiforme: A Prospective Randomized Clinical Trial","year":2004,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":895,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Medicine; Radiation therapy; Randomization; Quality of life (healthcare); Internal medicine; Wilcoxon signed-rank test; Glioblastoma; Clinical endpoint; Randomized controlled trial; Survival analysis; Surgery; Prospective cohort study; Mann–Whitney U test","authors":[{"name":"Wilson Roa","is_ca":true},{"name":"Penny Brasher","is_ca":true},{"name":"Glenn Bauman","is_ca":true},{"name":"Margaret Anthes","is_ca":true},{"name":"Éduardo Bruera","is_ca":true},{"name":"A. Chan","is_ca":true},{"name":"B. Fisher","is_ca":true},{"name":"Dorcas Fulton","is_ca":true},{"name":"Sunil Gulavita","is_ca":true},{"name":"Chuan‐Ming Hao","is_ca":true},{"name":"Salina Husain","is_ca":true},{"name":"Albert Murtha","is_ca":true},{"name":"Kenneth C. Petruk","is_ca":true},{"name":"Donna E. Stewart","is_ca":true},{"name":"Peter Tai","is_ca":true},{"name":"Raul C. Urtasun","is_ca":true},{"name":"J. G. Cairncross","is_ca":true},{"name":"Peter Forsyth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04764455615456314,"gpt":0.4428320914777188,"spread":0.3951875353231556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005753488,0.0001810313,0.00334328,0.0001778043,0.00001896205,0.000005304576,0.00009363412,0.0003987755,0.00005215076],"category_scores_gemma":[0.005290081,0.0000953875,0.0008859016,0.0002501283,0.0003434326,0.0001112993,0.00001444084,0.0006714412,0.000004398133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002025163,"about_ca_system_score_gemma":0.001580011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002231078,"about_ca_topic_score_gemma":0.00005440287,"domain_scores_codex":[0.9940295,0.001002597,0.004144452,0.0002140006,0.0004138877,0.000195555],"domain_scores_gemma":[0.9908634,0.004419938,0.003527025,0.0001706102,0.0007607966,0.0002581978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5461571,0.02453425,0.3412479,0.000005218936,0.0007482058,0.0001045236,0.0001071278,0.00002032847,0.0000019558,0.00002425873,0.0000547966,0.08699428],"study_design_scores_gemma":[0.5099235,0.0394351,0.4498546,0.0001177649,0.0002688116,0.00001014517,0.00001876858,0.00001298923,0.00009275085,0.0001033157,0.0001174771,0.00004469106],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946068,0.0003672028,0.00004543316,0.001751698,0.0007882488,0.002343137,0.000004070737,0.000006041615,0.00008738181],"genre_scores_gemma":[0.9972175,0.00111222,0.000720225,0.0004339958,0.0004479405,0.00004238249,0.000005276129,0.00001680094,0.000003644646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1086067,"threshold_uncertainty_score":0.6333104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167532631","doi":"10.1038/nature11284","title":"Dissecting the genomic complexity underlying medulloblastoma","year":2012,"lang":"en","type":"article","venue":"Nature","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":876,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; SickKids Foundation; Hospital for Sick Children","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Heidelberger Zentrum für Personalisierte Onkologie Deutsches Krebsforschungszentrum In Der Helmholtz-Gemeinschaft; Deutsche Krebshilfe; National Cancer Institute; Cancer Research UK; Children's Cancer and Leukaemia Group; Max-Planck-Gesellschaft; Deutsches Krebsforschungszentrum; Brain Tumour Charity; Bundesministerium für Bildung und Forschung; Pediatric Brain Tumor Foundation","keywords":"Medulloblastoma; Biology; Wnt signaling pathway; PTCH1; Sonic hedgehog; Hedgehog; Cancer research; Gene; Genetics","authors":[{"name":"David Jones","is_ca":false},{"name":"Natalie Jäger","is_ca":false},{"name":"Marcel Kool","is_ca":false},{"name":"Thomas Zichner","is_ca":false},{"name":"Barbara Hutter","is_ca":false},{"name":"Marc Sultan","is_ca":false},{"name":"Yoon‐Jae Cho","is_ca":false},{"name":"Trevor J. Pugh","is_ca":false},{"name":"Volker Hovestadt","is_ca":false},{"name":"Adrian M. Stütz","is_ca":false},{"name":"Tobias Rausch","is_ca":false},{"name":"Hans-Jörg Warnatz","is_ca":false},{"name":"Marina Ryzhova","is_ca":false},{"name":"Sebastian Bender","is_ca":false},{"name":"Dominik Sturm","is_ca":false},{"name":"Sabrina Pleier","is_ca":false},{"name":"Huriye Cin","is_ca":false},{"name":"Elke Pfaff","is_ca":false},{"name":"Laura Sieber","is_ca":false},{"name":"Andrea Wittmann","is_ca":false},{"name":"Marc Remke","is_ca":false},{"name":"Hendrik Witt","is_ca":false},{"name":"Sonja Hutter","is_ca":false},{"name":"Theophilos Tzaridis","is_ca":false},{"name":"Joachim Weischenfeldt","is_ca":false},{"name":"Benjamin Raeder","is_ca":false},{"name":"Meryem Avci","is_ca":false},{"name":"Vyacheslav Amstislavskiy","is_ca":false},{"name":"Marc Zapatka","is_ca":false},{"name":"Ursula Weber","is_ca":false},{"name":"Qi Wang","is_ca":false},{"name":"Bärbel Lasitschka","is_ca":false},{"name":"Cynthia C. Bartholomae","is_ca":false},{"name":"Manfred Schmidt","is_ca":false},{"name":"Christof von Kalle","is_ca":false},{"name":"Volker Ast","is_ca":false},{"name":"Chris Lawerenz","is_ca":false},{"name":"Rolf Kabbe","is_ca":false},{"name":"Vladimı́r Beneš","is_ca":false},{"name":"Peter van Sluis","is_ca":false},{"name":"Jan Köster","is_ca":false},{"name":"Richard Volckmann","is_ca":false},{"name":"David Shih","is_ca":true},{"name":"Matthew J. Betts","is_ca":false},{"name":"Robert B. Russell","is_ca":false},{"name":"Simona Coco","is_ca":false},{"name":"Gian Paolo Tonini","is_ca":false},{"name":"Ulrich Schüller","is_ca":false},{"name":"Volkmar Hans","is_ca":false},{"name":"Norbert Graf","is_ca":false},{"name":"Yoo-Jin Kim","is_ca":false},{"name":"Camelia Monoranu","is_ca":false},{"name":"Wolfgang Roggendorf","is_ca":false},{"name":"Andreas Unterberg","is_ca":false},{"name":"Christel Herold‐Mende","is_ca":false},{"name":"Till Milde","is_ca":false},{"name":"Andreas E. Kulozik","is_ca":false},{"name":"Andreas von Deimling","is_ca":false},{"name":"Olaf Witt","is_ca":false},{"name":"Jochen Rößler","is_ca":false},{"name":"Martin Ebinger","is_ca":false},{"name":"Martin U. Schuhmann","is_ca":false},{"name":"Michael C. Frühwald","is_ca":false},{"name":"Martin Hasselblatt","is_ca":false},{"name":"Nada Jabado","is_ca":true},{"name":"Stefan Rutkowski","is_ca":false},{"name":"André O. von Bueren","is_ca":false},{"name":"Dan Williamson","is_ca":false},{"name":"Steven C. Clifford","is_ca":false},{"name":"Martin G. McCabe","is_ca":false},{"name":"V. Peter Collins","is_ca":false},{"name":"Stephan Wolf","is_ca":false},{"name":"Stefan Wiemann","is_ca":false},{"name":"Hans Lehrach","is_ca":false},{"name":"Benedikt Brors","is_ca":false},{"name":"Wolfram Scheurlen","is_ca":false},{"name":"Jörg Felsberg","is_ca":false},{"name":"Guido Reifenberger","is_ca":false},{"name":"Paul A. Northcott","is_ca":true},{"name":"Michael D. Taylor","is_ca":true},{"name":"Matthew Meyerson","is_ca":false},{"name":"Scott L. Pomeroy","is_ca":false},{"name":"Marie‐Laure Yaspo","is_ca":false},{"name":"Jan O. Korbel","is_ca":false},{"name":"Andrey Korshunov","is_ca":false},{"name":"Roland Eils","is_ca":false},{"name":"Stefan M. Pfister","is_ca":false},{"name":"Peter Lichter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05510976742345599,"gpt":0.3382319844971912,"spread":0.2831222170737352,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001251719,0.00009447053,0.0001213494,0.00002809008,0.0001666152,0.00001516641,0.00005921001,0.0002629909,0.0001144377],"category_scores_gemma":[0.00007516289,0.00005231092,0.00007695537,0.0001072369,0.00003767067,0.00004237356,0.00003281231,0.0008286563,0.00006525993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008131244,"about_ca_system_score_gemma":0.00001089865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002152552,"about_ca_topic_score_gemma":0.0000206448,"domain_scores_codex":[0.999402,0.00001708615,0.00008349893,0.0001022803,0.000156691,0.0002383889],"domain_scores_gemma":[0.9995285,0.00009124356,0.00003695154,0.0002042085,0.00004146075,0.0000976284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000797609,0.0006406428,0.9389227,0.00005605515,0.0003227275,0.00004464096,0.001482753,0.000004226999,0.01754866,0.02548879,0.007161089,0.008247965],"study_design_scores_gemma":[0.0005547137,0.00004188514,0.982539,0.00003422978,0.00009929634,0.0001378051,0.0004338271,0.00003676811,0.003268934,0.0003271604,0.01245827,0.00006812967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986846,0.004280729,0.000004553105,0.003742464,0.0004729182,0.000209258,0.000003330201,0.00004600592,0.004394765],"genre_scores_gemma":[0.9979754,0.00001099937,0.0003133069,0.001188165,0.0003646523,0.00001427077,0.00001118553,0.00001374028,0.0001082878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04361629,"threshold_uncertainty_score":0.3600145,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098052125","doi":"10.1016/j.ccr.2013.10.006","title":"Reduced H3K27me3 and DNA Hypomethylation Are Major Drivers of Gene Expression in K27M Mutant Pediatric High-Grade Gliomas","year":2013,"lang":"en","type":"article","venue":"Cancer Cell","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":842,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health; Deutsche Krebshilfe; McKenna Claire Foundation; Deutsches Krebsforschungszentrum; Alex's Lemonade Stand Foundation for Childhood Cancer; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Bundesministerium für Bildung und Forschung; Cure Starts Now Foundation; St. Baldrick's Foundation","keywords":"Biology; Histone; Chromatin immunoprecipitation; Mutant; Epigenetics; Chromatin; EZH2; Methyltransferase; Histone H3; DNA methylation; PRC2; Gene; Genetics; Mutation; Gene expression; Methylation; Cell biology; Cancer research; Promoter","authors":[{"name":"Sebastian Bender","is_ca":false},{"name":"Yujie Tang","is_ca":false},{"name":"Anders M. Lindroth","is_ca":false},{"name":"Volker Hovestadt","is_ca":false},{"name":"David Jones","is_ca":false},{"name":"Marcel Kool","is_ca":false},{"name":"Marc Zapatka","is_ca":false},{"name":"Paul A. Northcott","is_ca":false},{"name":"Dominik Sturm","is_ca":false},{"name":"Wei Wang","is_ca":false},{"name":"Bernhard Radlwimmer","is_ca":false},{"name":"Jonas W. Højfeldt","is_ca":false},{"name":"Nathalène Truffaux","is_ca":false},{"name":"David Castel","is_ca":false},{"name":"Simone Schubert","is_ca":false},{"name":"Marina Ryzhova","is_ca":false},{"name":"Huriye Seker‐Cin","is_ca":false},{"name":"Jan Gronych","is_ca":false},{"name":"Pascal D. Johann","is_ca":false},{"name":"Sebastian Stark","is_ca":false},{"name":"Jochen Meyer","is_ca":false},{"name":"Till Milde","is_ca":false},{"name":"Martin U. Schuhmann","is_ca":false},{"name":"Martin Ebinger","is_ca":false},{"name":"Camelia‐Maria Monoranu","is_ca":false},{"name":"Anitha Ponnuswami","is_ca":false},{"name":"Spenser Chen","is_ca":false},{"name":"Chris Jones","is_ca":false},{"name":"Olaf Witt","is_ca":false},{"name":"V. Peter Collins","is_ca":false},{"name":"Andreas von Deimling","is_ca":false},{"name":"Nada Jabado","is_ca":true},{"name":"Stéphanie Puget","is_ca":false},{"name":"Jacques Grill","is_ca":false},{"name":"Kristian Helin","is_ca":false},{"name":"Andrey Korshunov","is_ca":false},{"name":"Peter Lichter","is_ca":false},{"name":"Michelle Monje","is_ca":false},{"name":"Christoph Plass","is_ca":false},{"name":"Yoon-Jae Cho","is_ca":false},{"name":"Stefan M. Pfister","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01245433326365663,"gpt":0.241097554619525,"spread":0.2286432213558683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004543413,0.0001347255,0.0002693227,0.0001708889,0.00002762016,0.0000088166,0.00004135956,0.00008527468,0.0002790795],"category_scores_gemma":[0.00001442556,0.0001073011,0.00004414165,0.0002631024,0.00002763516,0.00009436745,0.0000234537,0.00006436597,0.00001070337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578824,"about_ca_system_score_gemma":0.00004545405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001233569,"about_ca_topic_score_gemma":0.00006231645,"domain_scores_codex":[0.99913,0.00002704505,0.0002279464,0.0002576528,0.0001778307,0.0001795687],"domain_scores_gemma":[0.999419,0.00004562664,0.0001532145,0.0001933098,0.00006537306,0.0001234884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003171045,0.0002856508,0.1842236,0.0001212574,0.00001410217,0.00003845024,0.0003239034,0.00002467004,0.8132057,0.000002864368,0.0005718341,0.001156282],"study_design_scores_gemma":[0.002411482,0.00008853157,0.3725641,0.00005718661,0.0000810242,0.000001859724,0.0001287323,0.00003730428,0.62447,0.00004511237,0.00004116468,0.00007348194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920307,0.006739593,0.000004953672,0.0003661732,0.0001476242,0.0005202945,0.00001831391,0.00001781039,0.0001544817],"genre_scores_gemma":[0.9970617,0.001733982,0.0008181924,0.00004222973,0.0001107278,0.000140658,0.00001640858,0.0000174234,0.00005866249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1887357,"threshold_uncertainty_score":0.4375611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028785929","doi":"10.1038/ng.2682","title":"Recurrent somatic alterations of FGFR1 and NTRK2 in pilocytic astrocytoma","year":2013,"lang":"en","type":"article","venue":"Nature Genetics","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":835,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital; University of Toronto; SickKids Foundation; Hospital for Sick Children; McGill University and Génome Québec Innovation Centre; McGill University","funders":"Heidelberger Zentrum für Personalisierte Onkologie Deutsches Krebsforschungszentrum In Der Helmholtz-Gemeinschaft; National Cancer Institute; National Institutes of Health; Deutsche Krebshilfe; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Brain Tumour Charity; Bundesministerium für Bildung und Forschung; Canadian Institutes of Health Research; Genome Canada; Max-Planck-Gesellschaft; Genome British Columbia; Deutsches Krebsforschungszentrum","keywords":"Pilocytic astrocytoma; Biology; PTPN11; Cancer research; Astrocytoma; Glioma; Somatic cell; Fusion gene; MAPK/ERK pathway; Gene; Mutation; Genetics; Kinase","authors":[{"name":"David Jones","is_ca":false},{"name":"Barbara Hutter","is_ca":false},{"name":"Natalie Jäger","is_ca":false},{"name":"Andrey Korshunov","is_ca":false},{"name":"Marcel Kool","is_ca":false},{"name":"Hans-Jörg Warnatz","is_ca":false},{"name":"Thomas Zichner","is_ca":false},{"name":"S. Lambert","is_ca":false},{"name":"Marina Ryzhova","is_ca":false},{"name":"Dong Anh Khuong Quang","is_ca":true},{"name":"Adam M. Fontebasso","is_ca":true},{"name":"Adrian M. Stütz","is_ca":false},{"name":"Sonja Hutter","is_ca":false},{"name":"Marc Zuckermann","is_ca":false},{"name":"Dominik Sturm","is_ca":false},{"name":"Jan Gronych","is_ca":false},{"name":"Bärbel Lasitschka","is_ca":false},{"name":"Sabine Schmidt","is_ca":false},{"name":"Huriye Seker‐Cin","is_ca":false},{"name":"Hendrik Witt","is_ca":false},{"name":"Marc Sultan","is_ca":false},{"name":"Paul A. Northcott","is_ca":false},{"name":"Volker Hovestadt","is_ca":false},{"name":"Sebastian Bender","is_ca":false},{"name":"Elke Pfaff","is_ca":false},{"name":"Sebastian Stark","is_ca":false},{"name":"Damien Faury","is_ca":true},{"name":"Jeremy Schwartzentruber","is_ca":true},{"name":"Jacek Majewski","is_ca":true},{"name":"Ursula Weber","is_ca":false},{"name":"Marc Zapatka","is_ca":false},{"name":"Benjamin Raeder","is_ca":false},{"name":"Matthias Schlesner","is_ca":false},{"name":"Catherine L. Worth","is_ca":false},{"name":"Cynthia C. Bartholomae","is_ca":false},{"name":"Christof von Kalle","is_ca":false},{"name":"Charles D. Imbusch","is_ca":false},{"name":"Sylwester Radomski","is_ca":false},{"name":"Chris Lawerenz","is_ca":false},{"name":"Peter van Sluis","is_ca":false},{"name":"Jan Köster","is_ca":false},{"name":"Richard Volckmann","is_ca":false},{"name":"Rogier Versteeg","is_ca":false},{"name":"Hans Lehrach","is_ca":false},{"name":"Camelia Monoranu","is_ca":false},{"name":"Beate Winkler","is_ca":false},{"name":"Andreas Unterberg","is_ca":false},{"name":"Christel Herold‐Mende","is_ca":false},{"name":"Till Milde","is_ca":false},{"name":"Andreas E. Kulozik","is_ca":false},{"name":"Martin Ebinger","is_ca":false},{"name":"Martin U. Schuhmann","is_ca":false},{"name":"Yoon‐Jae Cho","is_ca":false},{"name":"Scott L. Pomeroy","is_ca":false},{"name":"Andreas von Deimling","is_ca":false},{"name":"Olaf Witt","is_ca":false},{"name":"Michael D. Taylor","is_ca":true},{"name":"Stephan Wolf","is_ca":false},{"name":"Matthias A. Karajannis","is_ca":false},{"name":"Charles G. Eberhart","is_ca":false},{"name":"Wolfram Scheurlen","is_ca":false},{"name":"Martin Hasselblatt","is_ca":false},{"name":"Keith L. Ligon","is_ca":false},{"name":"Mark W. Kieran","is_ca":false},{"name":"Jan O. Korbel","is_ca":false},{"name":"Marie‐Laure Yaspo","is_ca":false},{"name":"Benedikt Brors","is_ca":false},{"name":"Jörg Felsberg","is_ca":false},{"name":"Guido Reifenberger","is_ca":false},{"name":"V. Peter Collins","is_ca":false},{"name":"Nada Jabado","is_ca":true},{"name":"Roland Eils","is_ca":false},{"name":"Peter Lichter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00988872733113006,"gpt":0.2730605552671893,"spread":0.2631718279360593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003171136,0.00009153477,0.0001823246,0.0001026648,0.00001784334,0.00001222829,0.00003148696,0.0001058564,0.00005518414],"category_scores_gemma":[0.00004217427,0.00007148044,0.0000296076,0.0001218911,0.00002708919,0.00002003862,0.00002190468,0.0001621615,0.00001444362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003823091,"about_ca_system_score_gemma":0.00003566024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009931589,"about_ca_topic_score_gemma":0.00003913812,"domain_scores_codex":[0.9993997,0.00001561188,0.0001914127,0.0001307522,0.0001381154,0.0001243827],"domain_scores_gemma":[0.9995948,0.00004030219,0.00004675575,0.000170105,0.00007398454,0.00007403031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001037893,0.002398548,0.8625057,0.0006388677,0.0002533078,0.0001001617,0.001309622,0.0001481042,0.02105189,0.0006860079,0.005429149,0.1053748],"study_design_scores_gemma":[0.002516843,0.0008025373,0.967285,0.0002249269,0.0001105205,0.00005172947,0.00007620672,0.003396175,0.02439285,0.0005259758,0.0005194186,0.00009776343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918912,0.006623824,0.000009882103,0.0006976479,0.00008854354,0.0004422525,0.00000519345,0.000008294353,0.0002331445],"genre_scores_gemma":[0.9953871,0.0002755664,0.00407752,0.0001278957,0.00004329892,0.00004574474,0.00001476206,0.000008624421,0.00001942681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1052771,"threshold_uncertainty_score":0.2914888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143619463","doi":"10.1016/j.ccr.2005.09.001","title":"Radial glia cells are candidate stem cells of ependymoma","year":2005,"lang":"en","type":"article","venue":"Cancer Cell","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":824,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Toronto Western Hospital; Hospital for Sick Children","funders":"National Cancer Institute; National Institutes of Health; Royal College of Physicians and Surgeons of Canada; American Lebanese Syrian Associated Charities; Sontag Foundation; V Foundation for Cancer Research","keywords":"Ependymoma; Biology; Progenitor cell; Phenotype; Stem cell; Cancer stem cell; Pathology; Cancer research; Neural stem cell; Cell biology; Gene; Medicine; Genetics","authors":[{"name":"Michael D. Taylor","is_ca":false},{"name":"Helen Poppleton","is_ca":false},{"name":"Christine Fuller","is_ca":false},{"name":"Xiaoping Su","is_ca":false},{"name":"Yongxing Liu","is_ca":false},{"name":"Patricia Jensen","is_ca":false},{"name":"Susan Magdaleno","is_ca":false},{"name":"James Dalton","is_ca":false},{"name":"Christopher Calabrese","is_ca":false},{"name":"Tobey J. MacDonald","is_ca":false},{"name":"Jim Rutka","is_ca":true},{"name":"Abhijit Guha","is_ca":true},{"name":"Amar Gajjar","is_ca":false},{"name":"Tom Curran","is_ca":false},{"name":"Richard J. Gilbertson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01354558294488839,"gpt":0.2513561187629923,"spread":0.2378105358181039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004689328,0.0001712846,0.0003577872,0.00004718955,0.00003480079,0.000009444355,0.00008300132,0.00007725664,0.001369474],"category_scores_gemma":[8.279256e-7,0.0001405311,0.0001300659,0.00009913031,0.00004026792,0.00005284242,0.00002551577,0.00007819328,0.0001766204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002580443,"about_ca_system_score_gemma":0.0001083593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008018969,"about_ca_topic_score_gemma":0.0005243912,"domain_scores_codex":[0.9989992,0.00001888376,0.0002483574,0.0002580622,0.0002065612,0.0002689838],"domain_scores_gemma":[0.999233,0.00002958277,0.0001544882,0.0003207062,0.00006800953,0.0001942163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006410026,0.002980851,0.05043776,0.0008627588,0.0004932814,0.001269686,0.001689202,0.001365537,0.6969045,0.00007737252,0.17387,0.069408],"study_design_scores_gemma":[0.002727866,0.0001447505,0.003135563,0.000103276,0.0001971117,0.00000800029,0.0001136213,0.0001270197,0.9295408,0.00000219018,0.06377476,0.000125062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845404,0.008423431,0.00000487965,0.0004872849,0.0004909932,0.0003658251,0.0001522707,0.0000281599,0.005506776],"genre_scores_gemma":[0.9955722,0.001035271,0.0001915712,0.0003382149,0.0003708856,0.00005404574,0.000008379554,0.00002820958,0.002401191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2326362,"threshold_uncertainty_score":0.9995434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W618788809","doi":"","title":"What's going on 放射線 Radiotherapy plus concomitant and adjuvant temozolomide for glioblastoma. Stupp R, Mason WP, van den Bent MJ, Weller M, Fisher B, Taphoorn MJ, et al; European Organisation for Research and Treatment of Cancer Brain Tumor and Radiotherapy Groups; National Cancer Institute of Canada Clinical Trials Group. N Engl J Med. 2005; 352: 987-96. PMID: 15758009.--神経膠腫に対する治療として、放射線治療とテモゾロマイドの併用が世界的な標準的治療となりうることを示唆する論文","year":2006,"lang":"ja","type":"article","venue":"Mebio oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":772,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Temozolomide; Glioblastoma; Radiation therapy; Concomitant; Medicine; Nuclear medicine; Internal medicine; Cancer research","authors":[{"name":"則雄 荒木","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09719568561048682,"gpt":0.4371076186917973,"spread":0.3399119330813105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008212435,0.0008441379,0.003276147,0.0005391855,0.000450821,0.0001339294,0.0002347317,0.0003888884,0.0002928946],"category_scores_gemma":[0.0007065902,0.0006773027,0.0003193662,0.0002659672,0.001016919,0.0003081049,0.00008183367,0.0003930864,0.000001194042],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00450471,"about_ca_system_score_gemma":0.003057898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04336387,"about_ca_topic_score_gemma":0.4355116,"domain_scores_codex":[0.9911864,0.002610092,0.002715674,0.001441695,0.0009314567,0.001114688],"domain_scores_gemma":[0.9880318,0.008817154,0.001561901,0.0004735315,0.0005743623,0.0005412655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.07068101,0.01840604,0.1041302,0.001525768,0.01793565,0.0008705177,0.01074206,0.001268628,0.08498822,0.005257022,0.3471341,0.3370609],"study_design_scores_gemma":[0.1069629,0.02869286,0.04337848,0.001088661,0.001395175,0.00008499409,0.001945647,0.003314461,0.01229285,0.0002753081,0.7996698,0.0008988355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8799358,0.06826539,0.0001171991,0.04048451,0.002408925,0.007146586,0.001477818,0.00002860192,0.000135178],"genre_scores_gemma":[0.9263319,0.06177983,0.001659579,0.004979942,0.00195731,0.001803984,0.0004524639,0.0002481554,0.0007867857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4525357,"threshold_uncertainty_score":0.9995678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121396361","doi":"10.1093/neuonc/nos273","title":"Standards of care for treatment of recurrent glioblastoma—are we there yet?","year":2012,"lang":"en","type":"review","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":771,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Temozolomide; Bevacizumab; Medicine; Oncology; Glioblastoma; Adjuvant; Concomitant; Clinical trial; Internal medicine; Standard of care; Radiation therapy; Chemotherapy; Cancer research","authors":[{"name":"Michael Weller","is_ca":true},{"name":"Timothy F. Cloughesy","is_ca":true},{"name":"James Perry","is_ca":true},{"name":"Wolfgang Wick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07411255517976502,"gpt":0.4022211541986221,"spread":0.3281085990188571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000115254,0.0005579244,0.004307805,0.0002874767,0.00004515576,0.000003916774,0.0001394138,0.000523779,0.0001585579],"category_scores_gemma":[0.0000909311,0.0003282408,0.001270257,0.0002179443,0.0001174575,0.00002148061,0.00005439326,0.0001264579,0.00000993581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489649,"about_ca_system_score_gemma":0.001217989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001088465,"about_ca_topic_score_gemma":0.0001279795,"domain_scores_codex":[0.9976193,0.0002343743,0.0009053917,0.0004774571,0.0003483303,0.0004151581],"domain_scores_gemma":[0.9967436,0.0008930525,0.001081897,0.000630673,0.0004379817,0.0002127953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00046639,0.002322099,0.0001044235,0.02437035,0.0006939591,0.0001163838,0.0004227974,2.398822e-7,0.00002527861,0.00005530814,0.001694751,0.969728],"study_design_scores_gemma":[0.003477352,0.0272558,0.000009145275,0.006062287,0.008347885,0.000122866,0.0002041154,4.198378e-7,0.0008382957,0.000005794786,0.9534954,0.0001806547],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003083644,0.9913577,0.000002059341,0.0002863086,0.001067942,0.003680093,0.002666792,0.00002820077,0.0006025009],"genre_scores_gemma":[0.001328214,0.9966251,0.0001397398,0.00002048272,0.0002907269,0.001272671,0.0002066025,0.00009606402,0.00002035443],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9695474,"threshold_uncertainty_score":0.999917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159731673","doi":"10.1084/jem.20092506","title":"Cancer-associated metabolite 2-hydroxyglutarate accumulates in acute myelogenous leukemia with isocitrate dehydrogenase 1 and 2 mutations","year":2010,"lang":"en","type":"article","venue":"The Journal of Experimental Medicine","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":727,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Canadian Institutes of Health Research; Terry Fox Foundation; Agios Pharmaceuticals; Leukemia and Lymphoma Society","keywords":"Isocitrate dehydrogenase; IDH1; IDH2; Chemistry; Glioma; Mutant; Leukemia; Carcinogenesis; Molecular biology; Metabolite; Cancer research; Biochemistry; Enzyme; Biology; Genetics; Gene","authors":[{"name":"Stefan Größ","is_ca":false},{"name":"Rob A. Cairns","is_ca":true},{"name":"Mark D. Minden","is_ca":true},{"name":"Edward M. Driggers","is_ca":false},{"name":"Mark Bittinger","is_ca":false},{"name":"Hyun Gyung Jang","is_ca":false},{"name":"Masato Sasaki","is_ca":true},{"name":"Shengfang Jin","is_ca":false},{"name":"David P. Schenkein","is_ca":false},{"name":"Shinsan M. Su","is_ca":false},{"name":"Lenny Dang","is_ca":false},{"name":"Valeria R. Fantin","is_ca":false},{"name":"Tak W. Mak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01434946483513398,"gpt":0.3088666057428354,"spread":0.2945171409077014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003965166,0.0002078212,0.0005273849,0.000175966,0.0001135056,0.00001142697,0.0001017924,0.00006637331,0.0001528995],"category_scores_gemma":[0.00005898678,0.000103734,0.00005443613,0.00029374,0.0003154475,0.000112397,0.00002309041,0.0003996761,0.000002806546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780232,"about_ca_system_score_gemma":0.0001679154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006826164,"about_ca_topic_score_gemma":0.0002087952,"domain_scores_codex":[0.9987727,0.00007311922,0.0004497982,0.0001238207,0.0003303449,0.0002502195],"domain_scores_gemma":[0.9989161,0.0001542124,0.0004332535,0.0001576536,0.0001220493,0.0002166588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006603985,0.00041029,0.02111151,0.000006278787,0.0007933559,0.0006724544,0.005731981,0.00008631561,0.9699423,0.00004339675,0.00007850226,0.0004631626],"study_design_scores_gemma":[0.01681319,0.00339641,0.08988992,0.000429224,0.001990966,0.003418516,0.003631882,0.0007160669,0.8792027,0.0001416933,0.0001562126,0.000213243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860987,0.01081373,0.000001680284,0.00245234,0.0001659475,0.0003201133,0.00001018874,0.00001012958,0.000127147],"genre_scores_gemma":[0.9980116,0.001084303,0.0001631832,0.0005111549,0.0001378611,0.00002132151,0.00001046399,0.00002398702,0.00003608871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09073969,"threshold_uncertainty_score":0.4230152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103672421","doi":"10.1200/jco.2005.04.3414","title":"Phase III Trial of Chemotherapy Plus Radiotherapy Compared With Radiotherapy Alone for Pure and Mixed Anaplastic Oligodendroglioma: Intergroup Radiation Therapy Oncology Group Trial 9402","year":2006,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":725,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Procarbazine; Lomustine; Radiation therapy; Internal medicine; Chemotherapy; Vincristine; Oligodendroglioma; Hazard ratio; Oncology; Oligodendroglial Tumor; Progression-free survival; Surgery; Gastroenterology; Glioma; Confidence interval; Astrocytoma; Cyclophosphamide; Cancer research","authors":[{"name":"Gregory Cairncross","is_ca":true},{"name":"Brian Berkey","is_ca":true},{"name":"Edward Shaw","is_ca":true},{"name":"Robert B. Jenkins","is_ca":true},{"name":"Bernd W. Scheithauer","is_ca":true},{"name":"David Brachman","is_ca":true},{"name":"Jan C. Buckner","is_ca":true},{"name":"Karen Fink","is_ca":true},{"name":"Luís Souhami","is_ca":true},{"name":"Normand Laperierre","is_ca":true},{"name":"Minesh P. Mehta","is_ca":true},{"name":"Walter J. Curran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05896249243758883,"gpt":0.4160309246196261,"spread":0.3570684321820373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002464336,0.0004062447,0.004190665,0.0004306493,0.0000831975,0.00002574557,0.000210421,0.0006754712,0.0000945692],"category_scores_gemma":[0.0002914648,0.000268048,0.0008514106,0.0002952543,0.0004746585,0.0001565339,0.00001263043,0.0005324386,4.888906e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004737196,"about_ca_system_score_gemma":0.001144709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005372865,"about_ca_topic_score_gemma":0.0001563218,"domain_scores_codex":[0.9944479,0.0006689255,0.003536554,0.0004362812,0.000495664,0.0004147012],"domain_scores_gemma":[0.9909771,0.004253383,0.003677749,0.0003042561,0.0004172125,0.0003702948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7199082,0.02445867,0.000588482,0.00002344714,0.002168329,0.0002369311,0.0001672825,0.00004157457,0.002621626,0.0001564065,0.003796994,0.2458321],"study_design_scores_gemma":[0.7029583,0.258456,0.002389794,0.00006323422,0.0005189893,0.000340876,0.00006107897,0.000913929,0.001079982,0.0001491427,0.03289746,0.0001712333],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805217,0.005087747,0.004123993,0.004929695,0.002147323,0.003066353,0.00001936973,0.00002141222,0.00008245454],"genre_scores_gemma":[0.9795484,0.006281643,0.008568935,0.0009520644,0.004367274,0.0001436123,0.00004334141,0.00006845974,0.0000262637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2456608,"threshold_uncertainty_score":0.9999772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W785374478","doi":"10.1007/s00401-015-1432-1","title":"Glioblastoma: pathology, molecular mechanisms and markers","year":2015,"lang":"en","type":"review","venue":"Acta Neuropathologica","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":723,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto Western Hospital; Princess Margaret Cancer Centre","funders":"","keywords":"IDH1; PDGFRA; ATRX; Biology; Epigenetics; Glioblastoma; DNA methylation; Cancer research; Gene; Brain tumor; Pathology; Mutation; Medicine; Genetics; Gene expression","authors":[{"name":"Kenneth Aldape","is_ca":true},{"name":"Gelareh Zadeh","is_ca":true},{"name":"Sheila Mansouri","is_ca":true},{"name":"Guido Reifenberger","is_ca":false},{"name":"Andreas von Deimling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03624311721426846,"gpt":0.3098925320994814,"spread":0.273649414885213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003980049,0.0006971168,0.002266462,0.000286907,0.000073979,0.00004315479,0.0001987218,0.000508098,0.00005825676],"category_scores_gemma":[0.0003136143,0.0004587937,0.0004512538,0.0003149895,0.0001682415,0.00003907615,0.0003382173,0.0005286928,0.0001498351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007972011,"about_ca_system_score_gemma":0.0001292262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001275374,"about_ca_topic_score_gemma":2.811053e-7,"domain_scores_codex":[0.9972332,0.0004954257,0.0005108617,0.0009875421,0.0003052502,0.0004677048],"domain_scores_gemma":[0.998285,0.000145527,0.0003099741,0.0007908543,0.00008821818,0.0003804587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006001836,0.0006600814,0.00001078464,0.003033785,0.0001615119,0.0982803,0.00001871641,5.241032e-8,0.0003049323,0.0004484879,0.002526377,0.894495],"study_design_scores_gemma":[0.0008764908,0.002585093,0.00009177141,0.001907822,0.003072751,0.02653781,0.00001161122,0.000001378293,0.00003026196,0.0002610776,0.9641854,0.0004385671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001681461,0.9945402,0.000009701424,0.0002295342,0.0002436934,0.001348807,0.00006291313,0.0001775685,0.001706178],"genre_scores_gemma":[0.002003905,0.9958246,0.001057897,0.0004959408,0.00005492452,0.0002903517,0.00008109304,0.0001069978,0.00008434116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.961659,"threshold_uncertainty_score":0.9997864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379284101","doi":"10.1056/nejmoa2304194","title":"Vorasidenib in IDH1- or IDH2-Mutant Low-Grade Glioma","year":2023,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":719,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; National Cancer Institute; Servier","keywords":"IDH2; IDH1; Glioma; Mutant; Biology; Cancer research; Genetics; Gene","authors":[{"name":"Ingo K. Mellinghoff","is_ca":false},{"name":"Martin J. van den Bent","is_ca":false},{"name":"Deborah T. Blumenthal","is_ca":false},{"name":"Mehdi Touat","is_ca":false},{"name":"Katherine B. Peters","is_ca":false},{"name":"Jennifer Clarke","is_ca":false},{"name":"Joe Mendez","is_ca":false},{"name":"Shlomit Yust‐Katz","is_ca":false},{"name":"Liam Welsh","is_ca":false},{"name":"Warren Mason","is_ca":true},{"name":"François Ducray","is_ca":false},{"name":"Yoshie Umemura","is_ca":false},{"name":"Burt Nabors","is_ca":false},{"name":"Matthias Holdhoff","is_ca":false},{"name":"Andreas F. Hottinger","is_ca":false},{"name":"Yoshiki Arakawa","is_ca":false},{"name":"Juan Manuel Sepúlveda-Sánchez","is_ca":false},{"name":"Wolfgang Wick","is_ca":false},{"name":"Riccardo Soffietti","is_ca":false},{"name":"James Perry","is_ca":true},{"name":"Pierre Giglio","is_ca":false},{"name":"Macarena de la Fuente","is_ca":false},{"name":"Elizabeth A. Maher","is_ca":false},{"name":"Steven Schoenfeld","is_ca":false},{"name":"Dan Zhao","is_ca":false},{"name":"Shuchi S. Pandya","is_ca":false},{"name":"Lori Steelman","is_ca":false},{"name":"Islam Hassan","is_ca":false},{"name":"Patrick Y. Wen","is_ca":false},{"name":"Timothy F. Cloughesy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03557664761213593,"gpt":0.3223266738010366,"spread":0.2867500261889007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009411288,0.0002098462,0.000781998,0.0008982093,0.00003586125,0.00001099969,0.0001288117,0.0000868163,0.0005773836],"category_scores_gemma":[0.0008670692,0.0001127973,0.0001136941,0.001118529,0.000072377,0.00008597318,0.00002635538,0.000350172,0.00004898291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001150953,"about_ca_system_score_gemma":0.0002723835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001932938,"about_ca_topic_score_gemma":0.0001972051,"domain_scores_codex":[0.9978617,0.00007455475,0.0008023286,0.0001763226,0.0007378272,0.0003472499],"domain_scores_gemma":[0.9984441,0.0004418767,0.0002715866,0.0002172193,0.0001322989,0.0004929654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.00712523,0.001445837,0.217252,0.0002861045,0.0007992173,0.1916451,0.005085669,0.000172376,0.2164621,0.000315522,0.1196318,0.239779],"study_design_scores_gemma":[0.4401343,0.01272791,0.3533004,0.008357476,0.001221477,0.0392837,0.002160375,0.0004165192,0.04661947,0.002872063,0.09237737,0.0005289302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637672,0.001568782,0.00001625709,0.03325064,0.0007617636,0.0002153052,0.000002354588,0.00003093839,0.000386727],"genre_scores_gemma":[0.9946676,0.001320143,0.0001647751,0.0004998069,0.00302615,0.000004372079,0.000008713441,0.00002725464,0.0002812007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4330091,"threshold_uncertainty_score":0.6321945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054051862","doi":"10.1126/science.1198056","title":"The Genetic Landscape of the Childhood Cancer Medulloblastoma","year":2010,"lang":"en","type":"article","venue":"Science","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":719,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"National Institute of General Medical Sciences; National Cancer Institute; National Institutes of Health; Howard Hughes Medical Institute","keywords":"Medulloblastoma; Childhood cancer; Cancer; Genetics; Biology; Mutation; Oncology; Medicine; Cancer research; Gene","authors":[{"name":"D. Williams Parsons","is_ca":false},{"name":"Meng Li","is_ca":false},{"name":"Xiaosong Zhang","is_ca":false},{"name":"Siân Jones","is_ca":false},{"name":"Rebecca Leary","is_ca":false},{"name":"Jimmy Lin","is_ca":false},{"name":"Simina M. Boca","is_ca":false},{"name":"Hannah Carter","is_ca":false},{"name":"Josue Samayoa","is_ca":false},{"name":"Chetan Bettegowda","is_ca":false},{"name":"Gary L. Gallia","is_ca":false},{"name":"George I. Jallo","is_ca":false},{"name":"Zev A. Binder","is_ca":false},{"name":"Yuri Nikolsky","is_ca":false},{"name":"James Hartigan","is_ca":false},{"name":"Doug Smith","is_ca":false},{"name":"Daniela S. Gerhard","is_ca":false},{"name":"Daniel W. Fults","is_ca":false},{"name":"Scott R. VandenBerg","is_ca":false},{"name":"Mitchel S. Berger","is_ca":false},{"name":"Suely Kazue Nagahashi Marie","is_ca":false},{"name":"Sueli Mieko Oba‐Shinjo","is_ca":false},{"name":"Carlos Clara","is_ca":false},{"name":"Peter C. Phillips∥","is_ca":false},{"name":"Jane E. Minturn","is_ca":false},{"name":"Jaclyn A. Biegel","is_ca":false},{"name":"Alexander R. Judkins","is_ca":false},{"name":"Adam Resnick","is_ca":false},{"name":"Phillip B. Storm","is_ca":false},{"name":"Tom Curran","is_ca":false},{"name":"Yiping He","is_ca":false},{"name":"B. Ahmed Rasheed","is_ca":false},{"name":"Henry S. Friedman","is_ca":false},{"name":"Stephen T. Keir","is_ca":false},{"name":"Roger E. McLendon","is_ca":false},{"name":"Paul A. Northcott","is_ca":true},{"name":"Michael D. Taylor","is_ca":true},{"name":"Peter C. Burger","is_ca":false},{"name":"Gregory J. Riggins","is_ca":false},{"name":"Rachel Karchin","is_ca":false},{"name":"Giovanni Parmigiani","is_ca":false},{"name":"Darell D. Bigner","is_ca":false},{"name":"Hai Yan","is_ca":false},{"name":"Bert Vogelstein","is_ca":false},{"name":"Kenneth W. Kinzler","is_ca":false},{"name":"Victor E. Velculescu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004673184992096994,"gpt":0.2518118762716575,"spread":0.2471386912795605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001362434,0.00004199704,0.00005453038,0.00002035147,0.0002208055,0.00001615467,0.0002299049,0.00001316426,0.00005975816],"category_scores_gemma":[0.00009838257,0.00001660117,0.00003486252,0.0003387449,0.0004559151,0.00001924826,0.00005420292,0.0000696869,0.00000941123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008619259,"about_ca_system_score_gemma":0.0002142606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003735273,"about_ca_topic_score_gemma":0.0002697695,"domain_scores_codex":[0.9993753,0.000005240387,0.00007021833,0.0001119086,0.0002970587,0.0001402722],"domain_scores_gemma":[0.9994814,0.00003321896,0.00003822951,0.0003300007,0.00006310545,0.0000540678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006339614,0.0001767653,0.8053231,0.000004280937,0.0000155151,0.000003594464,0.0003966535,0.00000974053,0.1529945,0.0006952381,0.0005971136,0.03977722],"study_design_scores_gemma":[0.0002214338,0.00003295498,0.9130275,0.00001448604,0.00001685102,0.00001961763,0.00003253285,0.0000627408,0.08410208,0.00008579544,0.00236495,0.00001901606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943165,0.0004695587,3.114936e-7,0.003343417,0.000455679,0.0001435435,0.000002055153,0.000005632002,0.001263338],"genre_scores_gemma":[0.9995782,0.00004990421,0.00009026243,0.000137666,0.00004842826,0.00002094249,5.514557e-8,0.000002544203,0.00007199974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1077045,"threshold_uncertainty_score":0.169828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051921450","doi":"10.1038/nm.3855","title":"Functionally defined therapeutic targets in diffuse intrinsic pontine glioma","year":2015,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":711,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; National Cancer Institute; National Institutes of Health; Johns Hopkins University; Cure Starts Now Foundation; University of Warwick; Northwestern University; U.S. Department of Defense; Oregon Health and Science University; Reflections of Grace Foundation; National Science Foundation; Virginia and D.K. Ludwig Fund for Cancer Research; Alex's Lemonade Stand Foundation for Childhood Cancer; CureSearch for Children's Cancer","keywords":"Panobinostat; Cancer research; Demethylase; Glioma; Histone deacetylase; Histone deacetylase inhibitor; Medicine; Histone; Biology; Genetics; Gene","authors":[{"name":"Catherine S. Grasso","is_ca":false},{"name":"Yujie Tang","is_ca":false},{"name":"Nathalène Truffaux","is_ca":false},{"name":"Noah Berlow","is_ca":false},{"name":"Lining Liu","is_ca":false},{"name":"Marie-Anne Debily","is_ca":false},{"name":"Michael J. Quist","is_ca":false},{"name":"Lara E. Davis","is_ca":false},{"name":"Elaine Huang","is_ca":false},{"name":"Pamelyn J. Woo","is_ca":false},{"name":"Anitha Ponnuswami","is_ca":false},{"name":"Spenser Chen","is_ca":false},{"name":"Tessa Johung","is_ca":false},{"name":"Wenchao Sun","is_ca":false},{"name":"Mari Kogiso","is_ca":false},{"name":"Yuchen Du","is_ca":false},{"name":"Lin Qi","is_ca":false},{"name":"Yulun Huang","is_ca":false},{"name":"Marianne Hütt-Cabezas","is_ca":false},{"name":"Katherine E. Warren","is_ca":false},{"name":"Ludivine Le Dret","is_ca":false},{"name":"Paul S. Meltzer","is_ca":false},{"name":"Hua Mao","is_ca":false},{"name":"Martha Quezado","is_ca":false},{"name":"Dannis G. van Vuurden","is_ca":false},{"name":"Jinu Abraham","is_ca":false},{"name":"Maryam Fouladi","is_ca":false},{"name":"Matthew N. Svalina","is_ca":false},{"name":"Nicholas Wang","is_ca":false},{"name":"Cynthia Hawkins","is_ca":true},{"name":"Javad Nazarian","is_ca":false},{"name":"Marta M. Alonso","is_ca":false},{"name":"Eric H. Raabe","is_ca":false},{"name":"Esther Hulleman","is_ca":false},{"name":"Paul T. Spellman","is_ca":false},{"name":"Xiao‐Nan Li","is_ca":false},{"name":"Charles Keller","is_ca":false},{"name":"Ranadip Pal","is_ca":false},{"name":"Jacques Grill","is_ca":false},{"name":"Michelle Monje","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02011912967613022,"gpt":0.2839518861763765,"spread":0.2638327565002463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003898277,0.0002719935,0.0005567447,0.0004956226,0.00003339177,0.000007734738,0.00009830993,0.0003059733,0.0002685426],"category_scores_gemma":[0.0006334514,0.0001731052,0.00007618857,0.0007791979,0.00009725183,0.00006025859,0.00003627665,0.0006223742,0.00008309128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002184396,"about_ca_system_score_gemma":0.0001316343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008140913,"about_ca_topic_score_gemma":0.000129438,"domain_scores_codex":[0.9981663,0.00005242701,0.0003690632,0.0003722654,0.0006949193,0.0003450276],"domain_scores_gemma":[0.9987822,0.0001464928,0.00009080909,0.0003725388,0.0002621437,0.0003458679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006911585,0.01295448,0.6039564,0.0002767091,0.001334172,0.01353854,0.003054857,0.0000166952,0.05307417,0.02146897,0.198009,0.08540446],"study_design_scores_gemma":[0.07729971,0.00427149,0.7414671,0.000659304,0.0006766101,0.001382313,0.00052964,0.0001517554,0.008386603,0.00377047,0.1609,0.000505044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200434,0.03496376,0.0000284462,0.03707067,0.001156346,0.0006020981,0.000005186978,0.0001164565,0.006013611],"genre_scores_gemma":[0.9938681,0.0001015525,0.0002587496,0.004439199,0.0007418692,0.00005802531,0.000161985,0.00003383014,0.0003366494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1375107,"threshold_uncertainty_score":0.7059027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2161535481","doi":"10.1038/nature13379","title":"Enhancer hijacking activates GFI1 family oncogenes in medulloblastoma","year":2014,"lang":"en","type":"article","venue":"Nature","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":674,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"National Cancer Institute; National Institutes of Health; Partenariat Canadien Contre Le Cancer; National Center for Advancing Translational Sciences; Heidelberger Zentrum für Personalisierte Onkologie Deutsches Krebsforschungszentrum In Der Helmholtz-Gemeinschaft; Stichting Kinderen Kankervrij; Hospital for Sick Children; National Institute of General Medical Sciences; Bundesministerium für Bildung und Forschung; National Center for Research Resources; Nationales Centrum für Tumorerkrankungen Heidelberg; California Institute for Regenerative Medicine; Deutsche Krebshilfe; European Commission; University of California, San Diego; Deutsches Krebsforschungszentrum; CureSearch for Children's Cancer","keywords":"Medulloblastoma; Enhancer; Biology; Cancer research; Oncogene; Genetics; Carcinogenesis; Cancer; Transcription factor; Gene","authors":[{"name":"Paul A. Northcott","is_ca":false},{"name":"Catherine Lee","is_ca":false},{"name":"Thomas Zichner","is_ca":false},{"name":"Adrian M. Stütz","is_ca":false},{"name":"Serap Erkek","is_ca":false},{"name":"Daisuke Kawauchi","is_ca":false},{"name":"David Shih","is_ca":true},{"name":"Volker Hovestadt","is_ca":false},{"name":"Marc Zapatka","is_ca":false},{"name":"Dominik Sturm","is_ca":false},{"name":"David Jones","is_ca":false},{"name":"Marcel Kool","is_ca":false},{"name":"Marc Remke","is_ca":true},{"name":"Florence M.G. Cavalli","is_ca":true},{"name":"Scott Zuyderduyn","is_ca":true},{"name":"Gary D. Bader","is_ca":true},{"name":"Scott R. VandenBerg","is_ca":false},{"name":"Lourdes Adriana Esparza","is_ca":false},{"name":"Marina Ryzhova","is_ca":false},{"name":"Wei Wang","is_ca":false},{"name":"Andrea Wittmann","is_ca":false},{"name":"Sebastian Stark","is_ca":false},{"name":"Laura Sieber","is_ca":false},{"name":"Huriye Seker‐Cin","is_ca":false},{"name":"Linda Linke","is_ca":false},{"name":"Fabian Kratochwil","is_ca":false},{"name":"Natalie Jäger","is_ca":false},{"name":"Ivo Buchhalter","is_ca":false},{"name":"Charles D. Imbusch","is_ca":false},{"name":"Gideon Zipprich","is_ca":false},{"name":"Benjamin Raeder","is_ca":false},{"name":"Sabine Schmidt","is_ca":false},{"name":"Nicolle Diessl","is_ca":false},{"name":"Stephan Wolf","is_ca":false},{"name":"Stefan Wiemann","is_ca":false},{"name":"Benedikt Brors","is_ca":false},{"name":"Chris Lawerenz","is_ca":false},{"name":"Hans-Jörg Warnatz","is_ca":false},{"name":"Thomas S. Risch","is_ca":false},{"name":"Marie-Laure Yaspo","is_ca":false},{"name":"Ursula Weber","is_ca":false},{"name":"Cynthia C. Bartholomae","is_ca":false},{"name":"Christof von Kalle","is_ca":false},{"name":"Eszter Turányi","is_ca":false},{"name":"Péter Hauser","is_ca":false},{"name":"Emma Sandén","is_ca":false},{"name":"Anna Darabi","is_ca":false},{"name":"Peter Siesjö","is_ca":false},{"name":"Jaroslav Štěrba","is_ca":false},{"name":"Karel Zitterbart","is_ca":false},{"name":"David Sumerauer","is_ca":false},{"name":"Peter van Sluis","is_ca":false},{"name":"Rogier Versteeg","is_ca":false},{"name":"Richard Volckmann","is_ca":false},{"name":"Jan Köster","is_ca":false},{"name":"Martin U. Schuhmann","is_ca":false},{"name":"Martin Ebinger","is_ca":false},{"name":"H. Leighton Grimes","is_ca":false},{"name":"Giles Robinson","is_ca":false},{"name":"Amar Gajjar","is_ca":false},{"name":"Martin Mynarek","is_ca":false},{"name":"Katja von Hoff","is_ca":false},{"name":"Stefan Rutkowski","is_ca":false},{"name":"Torsten Pietsch","is_ca":false},{"name":"Wolfram Scheurlen","is_ca":false},{"name":"Jörg Felsberg","is_ca":false},{"name":"Guido Reifenberger","is_ca":false},{"name":"Andreas E. Kulozik","is_ca":false},{"name":"Andreas von Deimling","is_ca":false},{"name":"Olaf Witt","is_ca":false},{"name":"Roland Eils","is_ca":false},{"name":"Richard J. Gilbertson","is_ca":false},{"name":"Andrey Korshunov","is_ca":false},{"name":"Michael D. Taylor","is_ca":true},{"name":"Peter Lichter","is_ca":false},{"name":"Jan O. Korbel","is_ca":false},{"name":"Robert J. Wechsler‐Reya","is_ca":false},{"name":"Stefan M. Pfister","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00787412787734174,"gpt":0.2809944746573883,"spread":0.2731203467800465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009043036,0.0001343307,0.0002312323,0.0001174998,0.00003099708,0.00001285723,0.00005914695,0.0005489647,0.00007002604],"category_scores_gemma":[0.0001094053,0.00009790132,0.0000689553,0.0002044962,0.00001908057,0.00004728014,0.00002398395,0.000666276,0.00005541595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009137003,"about_ca_system_score_gemma":0.00002548829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003870267,"about_ca_topic_score_gemma":0.00006219847,"domain_scores_codex":[0.9992022,0.000025638,0.000122412,0.0002303367,0.0002135821,0.000205858],"domain_scores_gemma":[0.9995397,0.00009535952,0.00004008362,0.0001989653,0.00005089595,0.00007504893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002688916,0.0009552739,0.3297616,0.0001105523,0.0001757385,0.000264922,0.0004577589,0.00002331699,0.4971362,0.001354539,0.01004595,0.1594453],"study_design_scores_gemma":[0.002283382,0.0002183335,0.4863833,0.000315439,0.00005400196,0.00002544713,0.00009174116,0.00009466861,0.4413611,0.0002375121,0.06878177,0.0001533787],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897301,0.002825254,0.000005217753,0.002040278,0.0002478328,0.000172457,0.000002586422,0.00004419209,0.004932051],"genre_scores_gemma":[0.9974416,0.0001013127,0.0004430713,0.001605046,0.0002261961,0.00003499065,0.00001351803,0.000018783,0.0001154541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1592919,"threshold_uncertainty_score":0.4234119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039379153","doi":"10.1038/nrc3410","title":"Medulloblastomics: the end of the beginning","year":2012,"lang":"en","type":"review","venue":"Nature reviews. Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":662,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; Canada Research Chairs; SickKids Foundation","funders":"National Institutes of Health; Deutsche Krebshilfe; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Cancer Institute; Bundesministerium für Bildung und Forschung","keywords":"Medulloblastoma; Genomics; Biology; Computational biology; Bioinformatics; Medicine; Cancer research; Genome; Genetics; Gene","authors":[{"name":"Paul A. Northcott","is_ca":false},{"name":"David Jones","is_ca":false},{"name":"Marcel Kool","is_ca":false},{"name":"Giles Robinson","is_ca":false},{"name":"Richard J. Gilbertson","is_ca":false},{"name":"Yoon-Jae Cho","is_ca":false},{"name":"Scott L. Pomeroy","is_ca":false},{"name":"Andrey Korshunov","is_ca":false},{"name":"Peter Lichter","is_ca":false},{"name":"Michael D. Taylor","is_ca":true},{"name":"Stefan M. Pfister","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05493693721673379,"gpt":0.3897954978179251,"spread":0.3348585606011912,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005785152,0.0004979188,0.002600558,0.00007468846,0.00009712906,0.0000128774,0.0004381693,0.0006043603,0.0004753221],"category_scores_gemma":[0.0001772625,0.0001786414,0.001664049,0.0006078968,0.0001650223,0.00003111941,0.0001352166,0.001511777,0.00006932004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003442463,"about_ca_system_score_gemma":0.000424356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003765501,"about_ca_topic_score_gemma":0.00004732444,"domain_scores_codex":[0.9978976,0.0002677906,0.0007466384,0.0003311779,0.0004225562,0.000334211],"domain_scores_gemma":[0.9974392,0.0002614572,0.0009616447,0.00113977,0.0000947154,0.0001032015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002206074,0.0000654934,0.00009443762,0.01832147,0.0004148387,0.000002847209,0.00003905863,5.45211e-8,5.536334e-7,0.000276052,0.01081086,0.9699721],"study_design_scores_gemma":[0.0001783664,0.00001529609,0.00006986051,0.05890912,0.008499574,0.00008661274,0.000003201314,1.430384e-7,0.00001178963,0.000005454696,0.9320769,0.0001436316],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004535847,0.9934734,2.891895e-7,0.001018722,0.001300753,0.002899621,0.00007567131,0.00001229666,0.001214735],"genre_scores_gemma":[0.0001064915,0.9965964,0.00005945105,0.0007771963,0.001025815,0.001046037,0.00002875946,0.00006284421,0.0002969814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9698285,"threshold_uncertainty_score":0.7284784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211218067","doi":"10.1038/s41572-019-0063-6","title":"Medulloblastoma","year":2019,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":659,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"National Cancer Institute; Brain Tumour Charity; Cancer Research UK","keywords":"Medulloblastoma; Disease; Sonic hedgehog; Biology; Wnt signaling pathway; Oncology; Pathology; Bioinformatics; Internal medicine; Medicine; Genetics; Gene","authors":[{"name":"Paul A. Northcott","is_ca":false},{"name":"Giles Robinson","is_ca":false},{"name":"Christian P. Kratz","is_ca":false},{"name":"Donald Mabbott","is_ca":true},{"name":"Scott L. Pomeroy","is_ca":false},{"name":"Steven C. Clifford","is_ca":false},{"name":"Stefan Rutkowski","is_ca":false},{"name":"David W. Ellison","is_ca":false},{"name":"David Malkin","is_ca":true},{"name":"Michael D. Taylor","is_ca":true},{"name":"Amar Gajjar","is_ca":false},{"name":"Stefan M. Pfister","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05477052519911217,"gpt":0.3984059932215717,"spread":0.3436354680224595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000267986,0.0009443997,0.004729292,0.0003365939,0.00005651546,0.00003650431,0.0002977369,0.000817439,0.0006199258],"category_scores_gemma":[0.0003866986,0.0005763212,0.003444951,0.0006302546,0.00005657431,0.00005826478,0.0001098906,0.001318173,0.005380444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004191395,"about_ca_system_score_gemma":0.0009571877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001729494,"about_ca_topic_score_gemma":4.380779e-7,"domain_scores_codex":[0.9968081,0.0002619157,0.0009375978,0.0009663581,0.0005396898,0.0004863415],"domain_scores_gemma":[0.9967451,0.0001457227,0.0006036076,0.001517289,0.00008363202,0.0009046281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001740864,0.0003451342,0.0000290686,0.08362195,0.0005938092,0.0002598997,0.000002272363,1.457532e-8,8.213428e-8,0.0001375958,0.0276207,0.8873721],"study_design_scores_gemma":[0.000478737,0.00006007918,0.00004728169,0.06939904,0.02026469,0.00007375714,7.271772e-7,4.100521e-7,4.446841e-7,0.000005097932,0.9092442,0.0004255746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001107944,0.9903846,5.927216e-7,0.0001877896,0.0007431864,0.006381796,0.0001171251,0.00008844855,0.002095313],"genre_scores_gemma":[0.000003037997,0.9957809,0.0003243998,0.0007777661,0.0003746143,0.0008549721,0.00097655,0.0001405312,0.0007672294],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8869465,"threshold_uncertainty_score":0.9996688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003422441","doi":"10.1038/ng.2936","title":"Genomic analysis of diffuse intrinsic pontine gliomas identifies three molecular subgroups and recurrent activating ACVR1 mutations","year":2014,"lang":"en","type":"article","venue":"Nature Genetics","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":654,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"London Health Sciences Centre; McMaster Children's Hospital; Children's Hospital of Eastern Ontario; University of Calgary; BC Children's Hospital; University of Toronto; SickKids Foundation; Hospital for Sick Children; McGill University and Génome Québec Innovation Centre","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; Canadian Institutes of Health Research","keywords":"Biology; Epigenetics; Histone; Cancer; Disease; Cancer research; Gene; Genetics; Bioinformatics; Oncology; Medicine; Internal medicine","authors":[{"name":"Pawel Buczkowicz","is_ca":true},{"name":"Christine M. Hoeman","is_ca":false},{"name":"Patricia Rakopoulos","is_ca":true},{"name":"Sanja Pajovic","is_ca":true},{"name":"Louis Létourneau","is_ca":true},{"name":"Misko Dzamba","is_ca":true},{"name":"Andrew Morrison","is_ca":true},{"name":"Peter W. Lewis","is_ca":false},{"name":"Éric Bouffet","is_ca":true},{"name":"Ute Bartels","is_ca":true},{"name":"Jennifer Zuccaro","is_ca":true},{"name":"Sameer Agnihotri","is_ca":true},{"name":"Scott Ryall","is_ca":true},{"name":"Mark Barszczyk","is_ca":true},{"name":"Yevgen Chornenkyy","is_ca":true},{"name":"Mathieu Bourgey","is_ca":true},{"name":"Guillaume Bourque","is_ca":true},{"name":"Alexandre Montpetit","is_ca":true},{"name":"Francisco J. Cordero","is_ca":false},{"name":"Pedro Castelo‐Branco","is_ca":true},{"name":"Joshua Mangerel","is_ca":true},{"name":"Uri Tabori","is_ca":true},{"name":"King Ching Ho","is_ca":true},{"name":"Annie Huang","is_ca":true},{"name":"Kathryn R. Taylor","is_ca":false},{"name":"Alan Mackay","is_ca":false},{"name":"Anne Bendel","is_ca":false},{"name":"Javad Nazarian","is_ca":false},{"name":"Jason Fangusaro","is_ca":false},{"name":"Matthias A. Karajannis","is_ca":false},{"name":"David Zagzag","is_ca":false},{"name":"Nicholas K. Foreman","is_ca":false},{"name":"Andrew M. Donson","is_ca":false},{"name":"Julia Hegert","is_ca":false},{"name":"Amy Smith","is_ca":false},{"name":"Jennifer A. Chan","is_ca":true},{"name":"Lucy Lafay-Cousin","is_ca":true},{"name":"Sandra E. Dunn","is_ca":true},{"name":"Juliette Hukin","is_ca":true},{"name":"Christopher Dunham","is_ca":true},{"name":"Katrin Scheinemann","is_ca":true},{"name":"Jean Michaud","is_ca":true},{"name":"Shayna Zelcer","is_ca":true},{"name":"David A. Ramsay","is_ca":true},{"name":"Jason E. Cain","is_ca":false},{"name":"Cameron Brennan","is_ca":false},{"name":"Mark M. Souweidane","is_ca":false},{"name":"Chris Jones","is_ca":false},{"name":"C. David Allis","is_ca":false},{"name":"Michael Brudno","is_ca":true},{"name":"Oren J. Becher","is_ca":false},{"name":"Cynthia Hawkins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008544328530196873,"gpt":0.2647348783945868,"spread":0.2561905498643899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001166702,0.0001643415,0.0003979159,0.0004580197,0.00005937903,0.00002759928,0.00007274054,0.0001688469,0.00001833024],"category_scores_gemma":[0.0001711922,0.0001388633,0.0001521012,0.0007218614,0.00006069928,0.00002178155,0.00007087276,0.0002105615,0.000001859261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000374095,"about_ca_system_score_gemma":0.00001965502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001677072,"about_ca_topic_score_gemma":0.00013569,"domain_scores_codex":[0.9989712,0.0000332585,0.0002848795,0.0002829717,0.0002550968,0.0001726395],"domain_scores_gemma":[0.9991028,0.0001096192,0.0001613765,0.0003578971,0.0001676715,0.0001006574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007153899,0.0006064039,0.6780604,0.00009645164,0.002631892,0.00004452891,0.0003940053,0.000177665,0.2632173,0.0003795857,0.0000763085,0.05424398],"study_design_scores_gemma":[0.001315922,0.0001991978,0.8899559,0.00003861137,0.002757198,0.00001080705,0.00005636672,0.001845455,0.1032275,0.0002876434,0.0001885203,0.0001169663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923652,0.00648301,0.0003436811,0.0003235702,0.0001131262,0.0002398864,0.0000211764,0.00002107092,0.00008932115],"genre_scores_gemma":[0.997034,0.0002190927,0.002445586,0.00008339273,0.00006035806,0.00001587374,0.0001158775,0.00001952615,0.000006343488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2118955,"threshold_uncertainty_score":0.5662681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2338116242","doi":"10.1007/s00401-016-1569-6","title":"Risk stratification of childhood medulloblastoma in the molecular era: the current consensus","year":2016,"lang":"en","type":"review","venue":"Acta Neuropathologica","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":650,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Cancer Institute; Cancer Research UK; National Institutes of Health; Alberta Innovates - Health Solutions; Brain Tumour Charity; Canadian Institutes of Health Research","keywords":"Medulloblastoma; Risk stratification; Consensus conference; Stratification (seeds); Medicine; Pathology; Biology; Internal medicine","authors":[{"name":"Vijay Ramaswamy","is_ca":true},{"name":"Marc Remke","is_ca":false},{"name":"Éric Bouffet","is_ca":true},{"name":"Simon Bailey","is_ca":false},{"name":"Steven C. Clifford","is_ca":false},{"name":"François Doz","is_ca":false},{"name":"Marcel Kool","is_ca":false},{"name":"Christelle Dufour","is_ca":false},{"name":"Gilles Vassal","is_ca":false},{"name":"Till Milde","is_ca":false},{"name":"Olaf Witt","is_ca":false},{"name":"Katja von Hoff","is_ca":false},{"name":"Torsten Pietsch","is_ca":false},{"name":"Paul A. Northcott","is_ca":false},{"name":"Amar Gajjar","is_ca":false},{"name":"Giles Robinson","is_ca":false},{"name":"Laëtitia Padovani","is_ca":false},{"name":"Nicolás André","is_ca":false},{"name":"Maura Massimino","is_ca":false},{"name":"Barry Pizer","is_ca":false},{"name":"Roger J. Packer","is_ca":false},{"name":"Stefan Rutkowski","is_ca":false},{"name":"Stefan M. Pfister","is_ca":false},{"name":"Michael D. Taylor","is_ca":true},{"name":"Scott L. Pomeroy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0310321481670978,"gpt":0.3194006602981461,"spread":0.2883685121310482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005485922,0.0003729676,0.0009934461,0.0001212831,0.00007742866,0.00002065297,0.0003932204,0.0001238441,0.00002254538],"category_scores_gemma":[0.0007431763,0.0001348202,0.000457303,0.0003480104,0.0001925064,0.00001175331,0.00006974424,0.0006708134,0.00005141955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003372752,"about_ca_system_score_gemma":0.0001477293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003011719,"about_ca_topic_score_gemma":0.000001623492,"domain_scores_codex":[0.9968717,0.001407273,0.0006734927,0.0004648383,0.0003364428,0.0002462142],"domain_scores_gemma":[0.9971423,0.0009861216,0.0006936266,0.001066207,0.00006217333,0.00004954428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008308529,0.0007874905,0.0001219744,0.0004811004,0.00005128002,0.00062686,0.00007995907,1.175408e-7,0.00005030727,0.0003942307,0.0003206756,0.9970777],"study_design_scores_gemma":[0.001008503,0.0009493143,0.04235747,0.007092965,0.002608563,0.001777362,0.000032891,0.000001182289,0.00007514087,0.0003046862,0.9434749,0.0003169703],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01950879,0.9762551,0.000001626073,0.001211792,0.0001584273,0.00208495,0.000121387,0.00002406052,0.000633824],"genre_scores_gemma":[0.2155274,0.7839739,0.0000198094,0.00008195177,0.00005250965,0.000286751,0.0000323459,0.00002275751,0.000002521706],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9967607,"threshold_uncertainty_score":0.5497806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147387301","doi":"10.1016/s1470-2045(11)70057-2","title":"Response assessment in neuro-oncology (a report of the RANO group): assessment of outcome in trials of diffuse low-grade gliomas","year":2011,"lang":"en","type":"review","venue":"The Lancet Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":645,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Oncology; Medicine; Outcome (game theory); Internal medicine; Medical physics; Mathematics","authors":[{"name":"Martin J. van den Bent","is_ca":false},{"name":"JS Wefel","is_ca":false},{"name":"David Schiff","is_ca":false},{"name":"M. J. B. Taphoorn","is_ca":false},{"name":"Kurt A. Jaeckle","is_ca":false},{"name":"Larry Junck","is_ca":false},{"name":"Terri S. Armstrong","is_ca":false},{"name":"Ali Choucair","is_ca":false},{"name":"Adam Waldman","is_ca":false},{"name":"Thierry Gorlia","is_ca":false},{"name":"Marc C. Chamberlain","is_ca":false},{"name":"BG Baumert","is_ca":false},{"name":"MA Vogelbaum","is_ca":false},{"name":"DR Macdonald","is_ca":true},{"name":"DA Reardon","is_ca":false},{"name":"PY Wen","is_ca":false},{"name":"SM Chang","is_ca":false},{"name":"AH Jacobs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2236391414603626,"gpt":0.4901872500767172,"spread":0.2665481086163545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01807498,0.0005236166,0.01064706,0.0006643116,0.00002940918,0.000003988267,0.0007703635,0.0006740229,0.0001025359],"category_scores_gemma":[0.002684241,0.0002596625,0.001211615,0.0009173762,0.0004629365,0.00002931624,0.0003885319,0.00104477,0.000001975646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119328,"about_ca_system_score_gemma":0.002069945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004300579,"about_ca_topic_score_gemma":0.0004955476,"domain_scores_codex":[0.9805872,0.012694,0.005117077,0.0005816098,0.0004847097,0.0005353556],"domain_scores_gemma":[0.9828348,0.009717113,0.005340634,0.001903674,0.0001170563,0.00008671194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01111009,0.05715236,0.3996294,0.04038591,0.00568951,0.01589062,0.002011407,0.00002112865,0.004637678,0.01772268,0.002452227,0.443297],"study_design_scores_gemma":[0.02124377,0.003754345,0.2448472,0.006281174,0.003828665,0.00120956,0.0001057329,0.000008369066,0.000125003,0.0002428106,0.7180572,0.0002962321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2401596,0.7364537,0.00001329484,0.006954663,0.002112422,0.01060958,0.0002758143,0.00003342154,0.003387505],"genre_scores_gemma":[0.133144,0.8638625,0.0009252129,0.0003208616,0.0002004697,0.001360988,0.00006584335,0.00007694123,0.00004320581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7156049,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2783621854","doi":"10.5167/uzh-143757","title":"Effect of Tumor-Treating Fields Plus Maintenance Temozolomide vs Maintenance Temozolomide Alone on Survival in Patients With Glioblastoma","year":2017,"lang":"en","type":"article","venue":"Dipòsit Digital de la Universitat de Barcelona (Universitat de Barcelona)","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":641,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Juravinski Cancer Centre; Ottawa Hospital","funders":"","keywords":"Temozolomide; Medicine; Glioblastoma; Oncology; Maintenance therapy; Internal medicine; Chemotherapy; Cancer research","authors":[{"name":"Roger Stupp","is_ca":false},{"name":"Sophie Taillibert","is_ca":false},{"name":"Andrew A. Kanner","is_ca":false},{"name":"William L. Read","is_ca":false},{"name":"David M. Steinberg","is_ca":false},{"name":"Benoît Lhermitte","is_ca":false},{"name":"Steven A. Toms","is_ca":false},{"name":"Ahmed Idbaïh","is_ca":false},{"name":"Manmeet S. Ahluwalia","is_ca":false},{"name":"Karen Fink","is_ca":false},{"name":"Francesco Di Meco","is_ca":false},{"name":"Frank S. Lieberman","is_ca":false},{"name":"Jay‐Jiguang Zhu","is_ca":false},{"name":"Giuseppe Stragliotto","is_ca":false},{"name":"David Tran","is_ca":false},{"name":"Steven Brem","is_ca":false},{"name":"Andreas F. Hottinger","is_ca":false},{"name":"Eilon D. Kirson","is_ca":false},{"name":"Gitit Lavy-Shahaf","is_ca":false},{"name":"Uri Weinberg","is_ca":false},{"name":"Chae‐Yong Kim","is_ca":false},{"name":"Sun-Ha Paek","is_ca":false},{"name":"Garth Nicholas","is_ca":true},{"name":"Jordi Burna","is_ca":false},{"name":"Hal W. Hirte","is_ca":true},{"name":"Michael Weller","is_ca":false},{"name":"Yoram Palti","is_ca":false},{"name":"Monika E. Hegi","is_ca":false},{"name":"Zvi Ram","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003522593779773078,"gpt":0.2136025415822976,"spread":0.2100799478025245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005983858,0.000684749,0.001151116,0.0006937201,0.0006665899,0.0001754643,0.0008384862,0.0002577164,0.0001350209],"category_scores_gemma":[0.0004111813,0.0006484611,0.0003989141,0.000454684,0.0006894643,0.0009364097,0.0004788397,0.0006883001,0.00003216939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00349464,"about_ca_system_score_gemma":0.0003986237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009824472,"about_ca_topic_score_gemma":0.0002489649,"domain_scores_codex":[0.9963519,0.000352158,0.0003576329,0.0008906508,0.0007932245,0.001254436],"domain_scores_gemma":[0.9965092,0.001173104,0.0004838544,0.001027881,0.0002220535,0.0005838908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02221237,0.0009588441,0.9542724,0.0002582718,0.0005266868,0.0128686,0.001029768,0.0008322907,0.000245974,0.002243781,0.0009901337,0.003560842],"study_design_scores_gemma":[0.03010702,0.008563994,0.9528486,0.0009884308,0.0004480713,0.0002559373,0.002516682,0.000943434,0.00165304,0.0002472381,0.0006427953,0.000784774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502447,0.00004633015,0.0001320669,0.0007171709,0.00008009932,0.0008942843,0.0002354195,0.0001029273,0.04754702],"genre_scores_gemma":[0.997841,0.00003038543,0.0005676556,0.0001908232,0.00003049199,0.00001613662,0.0001116242,0.00009215865,0.001119735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04759631,"threshold_uncertainty_score":0.9995967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}