{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":339,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":339,"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":"047eddb9a877","filters":{"venue":"Neuro-Oncology Advances"}},"results":[{"id":"W2971215256","doi":"10.1093/noajnl/vdz011","title":"Integrated models incorporating radiologic and radiomic features predict meningioma grade, local failure, and overall survival","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Cancer Institute; University of California, San Francisco; National Institutes of Health","keywords":"Meningioma; Radiomics; Overall survival; Medicine; Radiology; Medical physics; Computer science; Internal medicine","authors":[{"name":"Olivier Morin","is_ca":false},{"name":"William Chen","is_ca":false},{"name":"Farshad Nassiri","is_ca":true},{"name":"Matthew Susko","is_ca":false},{"name":"Stephen T. Magill","is_ca":false},{"name":"Harish N. Vasudevan","is_ca":false},{"name":"Ashley Wu","is_ca":false},{"name":"Martin Vallières","is_ca":false},{"name":"Efstathios D. Gennatas","is_ca":false},{"name":"Gilmer Valdés","is_ca":false},{"name":"Melike Pekmezci","is_ca":false},{"name":"Paula Alcaide‐Leon","is_ca":false},{"name":"Abrar Choudhury","is_ca":false},{"name":"Yannet Interian","is_ca":false},{"name":"Siavash Mortezavi","is_ca":false},{"name":"Kerem Turgutlu","is_ca":false},{"name":"Nancy Ann Oberheim Bush","is_ca":false},{"name":"Timothy D. Solberg","is_ca":false},{"name":"Steve Braunstein","is_ca":false},{"name":"Penny K. Sneed","is_ca":false},{"name":"Arie Perry","is_ca":false},{"name":"Gelareh Zadeh","is_ca":false},{"name":"Michael McDermott","is_ca":false},{"name":"Javier Villanueva-Meyer","is_ca":false},{"name":"David R. Raleigh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01755743291944198,"gpt":0.2629679026763677,"spread":0.2454104697569257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000388641,0.0003322192,0.0007492705,0.0002149984,0.000157475,0.00002868431,0.000133861,0.0002174566,0.0000252469],"category_scores_gemma":[0.0001049102,0.0002596991,0.00006589732,0.0001952349,0.0004385684,0.0003858625,0.0001569286,0.0004841468,0.00000586813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000782663,"about_ca_system_score_gemma":0.00009074895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000206049,"about_ca_topic_score_gemma":0.00001378106,"domain_scores_codex":[0.9980336,0.0002700656,0.0003554759,0.00070221,0.0002414114,0.0003972676],"domain_scores_gemma":[0.9988067,0.0004444357,0.0002177287,0.000268553,0.00006414763,0.0001984567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005947471,0.00064262,0.6252967,0.001259358,0.0009725652,0.01573901,0.001795146,0.006696089,0.2226816,0.0602778,0.009182194,0.04950947],"study_design_scores_gemma":[0.06416903,0.04111287,0.3670404,0.001076052,0.002174742,0.06543028,0.009120319,0.2043217,0.01318438,0.06876612,0.1588197,0.004784417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884087,0.003425421,0.001656253,0.001099921,0.00053651,0.0007773744,0.000006995635,0.0001603307,0.003928477],"genre_scores_gemma":[0.9924102,0.0001861566,0.006477047,0.0003721461,0.0001172743,0.0000405485,0.00003483578,0.00002749356,0.0003343231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2582563,"threshold_uncertainty_score":0.9999855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3019363045","doi":"10.1093/noajnl/vdaa041","title":"Epidemiology of synchronous brain metastases","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":93,"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; London Health Sciences Centre","funders":"Penn State Hershey Cancer Institute; Pennsylvania State University; National Institutes of Health; National Cancer Institute; University of Pennsylvania; American Cancer Society","keywords":"Epidemiology; Medicine; Neuroscience; Computer science; Physical medicine and rehabilitation; Psychology; Internal medicine","authors":[{"name":"Raj Singh","is_ca":false},{"name":"Kelsey C. Stoltzfus","is_ca":false},{"name":"Hanbo Chen","is_ca":true},{"name":"Alexander V. Louie","is_ca":true},{"name":"Eric J. Lehrer","is_ca":false},{"name":"Samantha R. Horn","is_ca":false},{"name":"Joshua D. Palmer","is_ca":false},{"name":"Daniel M. Trifiletti","is_ca":false},{"name":"Paul D. Brown","is_ca":false},{"name":"Nicholas G. Zaorsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04988993173937186,"gpt":0.36036185571031,"spread":0.3104719239709382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003388926,0.0001929796,0.0009573764,0.00005841839,0.0000505961,6.830917e-7,0.0001099882,0.0000938028,0.0003492703],"category_scores_gemma":[0.003014235,0.0001480139,0.000190504,0.0001922224,0.0003285755,0.00007928169,0.00006280049,0.0002236805,0.00005852423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003695923,"about_ca_system_score_gemma":0.00014811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001120404,"about_ca_topic_score_gemma":0.000008935751,"domain_scores_codex":[0.9981161,0.0005280286,0.0005031908,0.0004232476,0.0001082112,0.0003212564],"domain_scores_gemma":[0.9960765,0.003111901,0.0002688173,0.0002405759,0.00006043179,0.0002417979],"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":[0.00472666,0.002594359,0.4339268,0.001152406,0.001418284,0.003958363,0.0009076009,0.001453462,0.05467542,0.01846001,0.02911643,0.4476102],"study_design_scores_gemma":[0.006207269,0.01644573,0.02632789,0.00004458072,0.0007663257,0.000773312,0.0003952525,0.0003537616,0.01869136,0.001561721,0.9281347,0.0002981098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6318956,0.07732148,0.01080962,0.2674153,0.001386935,0.002379707,0.0003570704,0.0004284757,0.00800576],"genre_scores_gemma":[0.946221,0.0008164131,0.01849187,0.03408114,0.0002368103,0.00004867095,0.0000491904,0.00002513828,0.00002976724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8990183,"threshold_uncertainty_score":0.6035833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3125975704","doi":"10.1093/noajnl/vdab013","title":"Droplet digital PCR-based detection of circulating tumor DNA from pediatric high grade and diffuse midline glioma patients","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Cancer Research","funders":"Imperial Experimental Cancer Medicine Centre; Brain Tumour Charity; CHILDREN with CANCER UK; National Institute for Health and Care Research; CRIS Cancer Foundation; Cancer Research UK; NIHR Great Ormond Street Hospital Biomedical Research Centre; Royal Marsden Cancer Charity","keywords":"Liquid biopsy; Biopsy; Digital polymerase chain reaction; Circulating tumor DNA; Glioma; DNA; Sampling (signal processing); Medicine; Pathology; Cell-free fetal DNA; Polymerase chain reaction; Cancer research; Radiology; Oncology; Internal medicine; Gene; Biology; Cancer; Computer science; Genetics","authors":[{"name":"Elisa Izquierdo","is_ca":false},{"name":"Paula Proszek","is_ca":false},{"name":"Giulia Pericoli","is_ca":false},{"name":"Sara Temelso","is_ca":false},{"name":"Matthew Clarke","is_ca":false},{"name":"Diana Carvalho","is_ca":false},{"name":"Alan Mackay","is_ca":false},{"name":"Lynley V. Marshall","is_ca":false},{"name":"Fernando Carceller","is_ca":false},{"name":"Darren Hargrave","is_ca":false},{"name":"Birgitta Lannering","is_ca":false},{"name":"Zdeněk Pavelka","is_ca":false},{"name":"Simon Bailey","is_ca":false},{"name":"Natacha Entz‐Werlé","is_ca":false},{"name":"Jacques Grill","is_ca":false},{"name":"Gilles Vassal","is_ca":false},{"name":"Daniel Rodriguez Gutierrez","is_ca":false},{"name":"Paul S. Morgan","is_ca":false},{"name":"Tim Jaspan","is_ca":false},{"name":"Angela Mastronuzzi","is_ca":true},{"name":"Maria Vinci","is_ca":true},{"name":"Michael Hubank","is_ca":false},{"name":"Chris Jones","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01043068592358265,"gpt":0.2502478822745665,"spread":0.2398171963509838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000283218,0.0001780773,0.0004251268,0.0001295056,0.00007739025,0.00001573456,0.00004142132,0.0000750315,0.00002216991],"category_scores_gemma":[0.0004821648,0.0001424592,0.00008277593,0.0002972243,0.00007961192,0.0001472115,0.00004434964,0.0001250376,0.000004419253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005814237,"about_ca_system_score_gemma":0.0000746314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002424223,"about_ca_topic_score_gemma":0.00003780715,"domain_scores_codex":[0.9987657,0.00007017165,0.0003469171,0.0004056619,0.0002074498,0.0002041073],"domain_scores_gemma":[0.9986312,0.0006857503,0.0002400639,0.0001966192,0.0001292884,0.0001170882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001733817,0.002458418,0.7896723,0.00007497962,0.00004160422,0.001303885,0.00004929467,0.00002609681,0.1815634,0.000005017418,0.00001402572,0.02461756],"study_design_scores_gemma":[0.01092028,0.001668018,0.6601576,0.00003462027,0.0003618115,0.0001085992,0.00006367029,0.0001999483,0.3248059,0.0002259213,0.001285434,0.0001681161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975929,0.001116889,0.00003427986,0.0003983326,0.0004276822,0.0002527743,0.0001034186,0.00004424166,0.00002943822],"genre_scores_gemma":[0.9988348,0.000115439,0.0004122734,0.0002595145,0.0001719236,0.0000400493,0.0001422895,0.00002202068,0.000001641681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1432425,"threshold_uncertainty_score":0.5809316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214757615","doi":"10.1093/noajnl/vdac025","title":"Nivolumab plus radiotherapy with or without temozolomide in newly diagnosed glioblastoma: Results from exploratory phase I cohorts of CheckMate 143","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Cancer Institute; Bristol-Myers Squibb Canada","keywords":"Nivolumab; Temozolomide; Medicine; Tolerability; Internal medicine; Oncology; Clinical endpoint; Adverse effect; Radiation therapy; Clinical trial; Cancer; Immunotherapy","authors":[{"name":"Antonio Omuro","is_ca":false},{"name":"David A. Reardon","is_ca":false},{"name":"John H. Sampson","is_ca":false},{"name":"Joachim M. Baehring","is_ca":false},{"name":"Solmaz Sahebjam","is_ca":false},{"name":"Timothy F. Cloughesy","is_ca":false},{"name":"Alexandros-Georgios Chalamandaris","is_ca":false},{"name":"Von Potter","is_ca":false},{"name":"Nicholas Butowski","is_ca":false},{"name":"Michael Lim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01851337345826857,"gpt":0.3102485159173264,"spread":0.2917351424590579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002447817,0.0003326753,0.001153382,0.0002967665,0.0001457988,0.000008619599,0.0001939695,0.00009523354,0.000233397],"category_scores_gemma":[0.0001965285,0.0002519473,0.00009303103,0.0005680589,0.0002625974,0.0002025769,0.00008081286,0.0003888992,0.000005581959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000509703,"about_ca_system_score_gemma":0.0005492044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002807207,"about_ca_topic_score_gemma":0.002040794,"domain_scores_codex":[0.997382,0.0003528484,0.0006932635,0.0007330544,0.0004212843,0.0004175075],"domain_scores_gemma":[0.9976535,0.001079057,0.0004995598,0.000525268,0.000073367,0.0001692503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2892437,0.01945668,0.3452888,0.0001703108,0.0009433299,0.04989495,0.01260856,0.01025311,0.1741394,0.0000454242,0.00654888,0.09140682],"study_design_scores_gemma":[0.4466616,0.09337346,0.02853223,0.0004419776,0.0008640968,0.001507577,0.009671081,0.00325885,0.154876,0.0001429847,0.259391,0.001279087],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929098,0.003591777,0.00001888981,0.001219633,0.0004267107,0.00129306,0.0002246726,0.00009588603,0.0002195744],"genre_scores_gemma":[0.9947094,0.001441338,0.001536956,0.001092977,0.0001104001,0.0009279767,0.00007437171,0.00006051812,0.00004610051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3167566,"threshold_uncertainty_score":0.9999933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2974222341","doi":"10.1093/noajnl/vdz018","title":"Tumor-associated macrophage infiltration in meningioma","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Meningioma; Tumor microenvironment; Infiltration (HVAC); Pathology; Medicine; Immunofluorescence; Phenotype; Immune system; Tumor-associated macrophage; Cancer research; Biology; Tumor cells; Antibody; Immunology","authors":[{"name":"Dustin Proctor","is_ca":true},{"name":"Jordan J. Huang","is_ca":true},{"name":"Sanju Lama","is_ca":true},{"name":"Abdulrahman Albakr","is_ca":true},{"name":"Guido van Marle","is_ca":true},{"name":"Garnette R. Sutherland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01099819779885866,"gpt":0.2860127478304555,"spread":0.2750145500315969,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002921169,0.0001597437,0.0003893085,0.000222858,0.00004698957,0.00001272071,0.0001073905,0.00009302127,0.000350088],"category_scores_gemma":[0.0002343051,0.0001488615,0.00006399847,0.0003759545,0.00005197553,0.0002264143,0.00005162865,0.0002713925,0.0002499507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001524188,"about_ca_system_score_gemma":0.00007485676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009894201,"about_ca_topic_score_gemma":0.0000251101,"domain_scores_codex":[0.9985657,0.0001412141,0.0003605414,0.0003711981,0.000220279,0.0003410426],"domain_scores_gemma":[0.9992566,0.000217321,0.0001656906,0.0002306023,0.00004726159,0.0000824982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001063856,0.0007668518,0.5554642,0.0001838329,0.00008647911,0.01094667,0.0007364844,0.0004514254,0.4084842,0.002892612,0.001745499,0.01717788],"study_design_scores_gemma":[0.01549449,0.007943236,0.6264268,0.000247757,0.0001866744,0.001625206,0.001002286,0.003428246,0.04123057,0.001731673,0.2998668,0.0008163187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523472,0.0003959394,0.00002352928,0.0007957274,0.0006613715,0.0006046252,0.000001994775,0.00009428139,0.04507533],"genre_scores_gemma":[0.997651,0.00002111964,0.0005775712,0.0008114357,0.00006343218,0.0000485845,0.00002256932,0.0000167429,0.0007874881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3672537,"threshold_uncertainty_score":0.6070395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947979334","doi":"10.1093/noajnl/vdz008","title":"Rapid intraoperative molecular genetic classification of gliomas using Raman spectroscopy","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Spectroscopy Techniques in Biomedical and Chemical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Renishaw; Medical Research Council; Engineering and Physical Sciences Research Council; Alzheimer Society; National Institute for Health and Care Research; Cancer Research UK","keywords":"Oligodendroglioma; Astrocytoma; Glioma; Pathology; Raman spectroscopy; Biology; Biopsy; Genetic analysis; Medicine; Genetics; Gene","authors":[{"name":"Laurent J. Livermore","is_ca":false},{"name":"Martin Isabelle","is_ca":false},{"name":"Ian M. Bell","is_ca":false},{"name":"Connor Scott","is_ca":false},{"name":"John Walsby-Tickle","is_ca":false},{"name":"Joan Gannon","is_ca":false},{"name":"Puneet Plaha","is_ca":false},{"name":"Claire Vallance","is_ca":false},{"name":"Olaf Ansorge","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01450135560146713,"gpt":0.345612197813528,"spread":0.3311108422120609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001445951,0.0001755943,0.0002674698,0.00008139811,0.00004505309,0.000009365298,0.0003627495,0.0002530437,0.0001814568],"category_scores_gemma":[0.000194389,0.0001573025,0.00009049436,0.00023128,0.0004525578,0.000008835813,0.0001507047,0.0002324274,0.00001018318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005184049,"about_ca_system_score_gemma":0.000151516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003409696,"about_ca_topic_score_gemma":0.000001906589,"domain_scores_codex":[0.9984388,0.000147886,0.0003154932,0.0005056208,0.0002488958,0.0003432555],"domain_scores_gemma":[0.9991643,0.00006743729,0.0001464942,0.0003948728,0.0001219511,0.0001049318],"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":[0.0002050557,0.000111758,0.001842744,0.00003092895,0.00002325567,0.00001045456,0.00001205787,0.00001590416,0.9933494,0.0003283815,0.0002238578,0.003846215],"study_design_scores_gemma":[0.0004233212,0.001540895,0.000434971,0.00001153521,0.00001280019,0.00002854797,0.00003760759,0.0002949916,0.9418161,0.0006397789,0.05461639,0.0001430609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848366,0.002378215,0.006781034,0.0002434827,0.0002115463,0.0003662174,0.00001183456,0.00002424634,0.005146771],"genre_scores_gemma":[0.9809391,0.001496082,0.0169169,0.000371562,0.0001328749,0.00003555584,0.00003360779,0.00002576381,0.00004848264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05439254,"threshold_uncertainty_score":0.6414611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092373574","doi":"10.1093/noajnl/vdaa111","title":"Awake craniotomy for resection of supratentorial glioblastoma: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Meta-analysis; Confidence interval; Craniotomy; Glioblastoma; Resection; MEDLINE; Systematic review; Randomized controlled trial; Glioma; Surgery; Internal medicine","authors":[{"name":"John J.Y. Zhang","is_ca":false},{"name":"Keng Siang Lee","is_ca":false},{"name":"Mathew Voisin","is_ca":true},{"name":"Shawn L. Hervey‐Jumper","is_ca":false},{"name":"Mitchel S. Berger","is_ca":false},{"name":"Gelareh Zadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06953117423895291,"gpt":0.3961349315909372,"spread":0.3266037573519843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000422764,0.0005179737,0.01375916,0.0003668748,0.00007200336,0.0000126397,0.0001443416,0.0002732177,0.00007792017],"category_scores_gemma":[0.001235072,0.0003131958,0.003245481,0.001009989,0.0000990297,0.00008246928,0.00005833794,0.0002548861,0.00001011077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001107045,"about_ca_system_score_gemma":0.0002110461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004677241,"about_ca_topic_score_gemma":0.00004005371,"domain_scores_codex":[0.9966405,0.000644649,0.001468182,0.0007266002,0.000275232,0.0002448527],"domain_scores_gemma":[0.9955989,0.002071838,0.001455526,0.0004669015,0.0002422272,0.0001646216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00006321,0.0002322491,0.000003127674,0.8798261,0.1160208,0.0001321621,0.00001177921,4.783553e-7,0.000003456238,0.00006775395,0.0004267652,0.003212091],"study_design_scores_gemma":[0.0004504751,0.001483715,1.714085e-7,0.006547494,0.5769637,0.0001572218,0.000004782645,0.000001336153,0.000008337389,0.000009331604,0.4142698,0.000103687],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001544468,0.990391,0.00002505451,0.0007162727,0.0002880947,0.008286614,0.0002011849,0.00003402727,0.00005623822],"genre_scores_gemma":[0.00002598038,0.9932997,0.0003112109,0.0003575312,0.0001558272,0.005700928,0.00007429016,0.00004303279,0.00003153758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8732786,"threshold_uncertainty_score":0.999932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000728134","doi":"10.1093/noajnl/vdaa003","title":"Quality of life in patients with neurofibromatosis type 1 and 2 in Canada","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Ontario; University of Toronto; University Health Network","funders":"Grifols; Alexion Pharmaceuticals","keywords":"Quality of life (healthcare); Medicine; Anxiety; Depression (economics); Neurofibromatosis; Population; Gerontology; Clinical psychology; Psychiatry; Environmental health; Pathology","authors":[{"name":"Geohana Hamoy-Jimenez","is_ca":true},{"name":"Raymond Kim","is_ca":true},{"name":"Suganth Suppiah","is_ca":true},{"name":"Gelareh Zadeh","is_ca":true},{"name":"Vera Bril","is_ca":true},{"name":"Carolina Barnett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02111777858222458,"gpt":0.2677128568190587,"spread":0.2465950782368341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005281282,0.0001285657,0.000565053,0.00005800435,0.00001657744,0.000002658278,0.00006410604,0.00003963359,0.00001758737],"category_scores_gemma":[0.0006573416,0.0001050416,0.00001510254,0.0004061261,0.00008036506,0.0001046281,0.00004454175,0.000186285,9.487296e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004772206,"about_ca_system_score_gemma":0.0007598831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02539205,"about_ca_topic_score_gemma":0.1454231,"domain_scores_codex":[0.9987224,0.0001589355,0.0004292929,0.0003018686,0.0002010966,0.0001863568],"domain_scores_gemma":[0.9990945,0.0003845915,0.0001606177,0.000128053,0.00006629436,0.0001659034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002397622,0.00009585599,0.9918329,0.0001555453,0.000005532046,0.0001178683,0.00004939676,0.00003185991,0.004282235,0.00001681906,0.0001552701,0.000859087],"study_design_scores_gemma":[0.002921676,0.001522817,0.9924511,0.00002722784,0.000008195203,0.000007324551,0.00009426158,0.00001920277,0.001160869,0.000006371601,0.001692559,0.00008837764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971873,0.0003715664,5.223275e-7,0.00170691,0.0000920704,0.0002668257,0.00001397627,0.00001158384,0.0003492789],"genre_scores_gemma":[0.996496,0.00008331709,0.000163096,0.003215897,0.00001441511,0.000006836672,0.000005808608,0.00001356525,0.000001058965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1200311,"threshold_uncertainty_score":0.9810979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3117230682","doi":"10.1093/noajnl/vdaa178","title":"Incidence and real-world burden of brain metastases from solid tumors and hematologic malignancies in Ontario: a population-based study","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Toronto General Hospital; University of Toronto; Sunnybrook Health Science Centre; Cancer Care Ontario","funders":"","keywords":"Medicine; Breast cancer; Cancer registry; Internal medicine; Cancer; Malignancy; Lung cancer; Incidence (geometry); Kidney cancer; Oncology; Population; Melanoma; Cancer research","authors":[{"name":"Steven Habbous","is_ca":true},{"name":"Katharina Förster","is_ca":true},{"name":"Gail Darling","is_ca":true},{"name":"Katarzyna J. Jerzak","is_ca":true},{"name":"Claire Holloway","is_ca":true},{"name":"Arjun Sahgal","is_ca":true},{"name":"Sunit Das","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02934243261128734,"gpt":0.3221594792654346,"spread":0.2928170466541473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001777175,0.0001966534,0.0008166383,0.0001167265,0.00005373946,0.00000841067,0.00006626467,0.00004219868,0.00007495203],"category_scores_gemma":[0.0004554249,0.0001571125,0.00004194006,0.000206286,0.000124706,0.0001122818,0.00006816172,0.0001811626,0.000001240239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000711498,"about_ca_system_score_gemma":0.0001688327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05269226,"about_ca_topic_score_gemma":0.231645,"domain_scores_codex":[0.9984602,0.0002657948,0.0004541327,0.0004597442,0.0001691812,0.0001908917],"domain_scores_gemma":[0.9981122,0.001338482,0.0002243234,0.000162403,0.00003603296,0.0001265864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005226604,0.00028938,0.9917137,0.00005905488,0.00004855757,0.001112469,0.001215125,0.0002401635,0.003389506,0.00008904174,0.00002613059,0.001294217],"study_design_scores_gemma":[0.003687393,0.003290704,0.9879349,0.00008547832,0.0002126419,0.00003278289,0.001589731,0.0002028003,0.001571768,0.0004836316,0.0007692592,0.0001388356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994319,0.001016723,0.00001977969,0.003756798,0.00004624333,0.0007201058,0.00003478462,0.00002964831,0.00005687243],"genre_scores_gemma":[0.9955034,0.00005553671,0.002782199,0.001516426,0.00002270313,0.00006154343,0.00003591067,0.00001182786,0.00001048903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1789527,"threshold_uncertainty_score":0.953616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010756452","doi":"10.1093/noajnl/vdaa034","title":"Multidisciplinary patient-centered management of brain metastases and future directions","year":2020,"lang":"en","type":"review","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":49,"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":"","keywords":"Systemic therapy; Medicine; Radiosurgery; Context (archaeology); Intensive care medicine; Brain metastasis; Radiation therapy; Multidisciplinary approach; Clinical trial; Targeted therapy; Immunotherapy; Metastasis; Internal medicine; Cancer","authors":[{"name":"Joshua D. Palmer","is_ca":false},{"name":"Daniel M. Trifiletti","is_ca":false},{"name":"Vinai Gondi","is_ca":false},{"name":"Michael D. Chan","is_ca":false},{"name":"Giuseppe Minniti","is_ca":false},{"name":"Chad G. Rusthoven","is_ca":false},{"name":"Steven E. Schild","is_ca":false},{"name":"Mark V. Mishra","is_ca":false},{"name":"Joseph Bovi","is_ca":false},{"name":"Nicole Williams","is_ca":false},{"name":"Maryam B. Lustberg","is_ca":false},{"name":"Paul D. Brown","is_ca":false},{"name":"Ganesh Rao","is_ca":false},{"name":"David Roberge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03420717217820411,"gpt":0.361754849782142,"spread":0.3275476776039378,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000780934,0.0004195355,0.001888122,0.0001694498,0.00008659736,0.000005845343,0.00009277129,0.0001449015,0.0001558645],"category_scores_gemma":[0.00003302607,0.0003003908,0.000371627,0.0003117672,0.0001721522,0.00005723347,0.0001998008,0.0002853529,0.00002129639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006589038,"about_ca_system_score_gemma":0.00008502926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001810832,"about_ca_topic_score_gemma":0.000005446469,"domain_scores_codex":[0.9980745,0.0003493005,0.0005641161,0.0006104527,0.0001675767,0.0002340786],"domain_scores_gemma":[0.9986005,0.0004019105,0.0004673534,0.0003224771,0.00002790091,0.0001798128],"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":[0.0000771699,0.0004724687,0.00001895711,0.009068983,0.0008909606,0.001397079,0.00005616724,1.597902e-7,0.00000207166,0.0002434904,0.0008414547,0.986931],"study_design_scores_gemma":[0.001079489,0.001664451,0.00003151299,0.001764155,0.003670559,0.0005457156,0.0002609344,0.000001047923,0.000005326867,0.00001974837,0.990788,0.0001690858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002251793,0.9932762,0.00001295077,0.00132561,0.0005650595,0.001600247,0.0002734797,0.00006924797,0.002854638],"genre_scores_gemma":[0.000009875106,0.9926284,0.006355644,0.00017256,0.0001821164,0.0002543866,0.000167533,0.00007196571,0.0001575167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9899465,"threshold_uncertainty_score":0.9999448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292316598","doi":"10.1093/noajnl/vdac133","title":"Systematic review of diffuse hemispheric glioma, H3 G34-mutant: Outcomes and associated clinical factors","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Nova Scotia Health Authority; Hospital for Sick Children; Izaak Walton Killam Health Centre; Dalhousie University","funders":"IWK Health Centre","keywords":"Glioma; Mutant; Neuroscience; Psychology; Medicine; Biology; Genetics; Cancer research","authors":[{"name":"Cameron Crowell","is_ca":true},{"name":"Daddy Mata‐Mbemba","is_ca":true},{"name":"Julie Bennett","is_ca":true},{"name":"Kara Matheson","is_ca":true},{"name":"Michael P. Mackley","is_ca":true},{"name":"Sébastien Perreault","is_ca":true},{"name":"Craig Erker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02509196686692568,"gpt":0.3502636565230398,"spread":0.3251716896561141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004907649,0.0002203207,0.001742279,0.00006601161,0.0001361479,0.000004468387,0.0001298912,0.00007568762,0.0001722836],"category_scores_gemma":[0.002863252,0.0001528428,0.0002653813,0.0003301151,0.0001426024,0.00006154292,0.0001381172,0.0002743748,0.000004671223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001188944,"about_ca_system_score_gemma":0.00008125361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006429605,"about_ca_topic_score_gemma":0.000007616791,"domain_scores_codex":[0.9974387,0.0006289206,0.0009846895,0.0003667763,0.0003440463,0.0002368733],"domain_scores_gemma":[0.9961753,0.00259732,0.0007019186,0.000330332,0.0000776216,0.0001174801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00013737,0.00502446,0.9117094,0.07561224,0.0008889239,0.001348431,0.0001755604,0.000003648661,0.003517907,0.0000983734,0.0007225682,0.0007610952],"study_design_scores_gemma":[0.04875527,0.02882088,0.7665515,0.08295041,0.0212374,0.003014108,0.003113965,0.0001750948,0.0118162,0.0006979715,0.03086354,0.002003681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9333167,0.06347128,0.000001052873,0.001086264,0.0004516551,0.001322199,0.00004336139,0.00005466594,0.0002528112],"genre_scores_gemma":[0.9765668,0.02048027,0.00007047961,0.002405806,0.00001728374,0.0003768473,0.00002826856,0.00002435729,0.00002991756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1451579,"threshold_uncertainty_score":0.6232746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203804374","doi":"10.1093/noajnl/vdab142","title":"Marizomib alone or in combination with bevacizumab in patients with recurrent glioblastoma: Phase I/II clinical trial data","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":43,"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":"Celgene; Bristol-Myers Squibb","keywords":"Bevacizumab; Medicine; Internal medicine; Safety profile; Clinical trial; Phases of clinical research; Adverse effect; Oncology; Gastroenterology; Chemotherapy","authors":[{"name":"Daniela A. Bota","is_ca":false},{"name":"Warren Mason","is_ca":true},{"name":"Santosh Kesari","is_ca":false},{"name":"Rajiv Magge","is_ca":false},{"name":"Benjamin Winograd","is_ca":false},{"name":"Ileana Elias","is_ca":false},{"name":"Steven D. Reich","is_ca":false},{"name":"Nancy K. Levin","is_ca":false},{"name":"Mohit Trikha","is_ca":false},{"name":"Annick Desjardins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0504961663408643,"gpt":0.3912912240822793,"spread":0.340795057741415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002930759,0.000216758,0.0007381203,0.000169222,0.00006585896,0.000011588,0.0001542717,0.0001275673,0.00007537482],"category_scores_gemma":[0.0007981038,0.0001303551,0.00003614887,0.000542086,0.0001444607,0.0002899158,0.000173645,0.0003876612,0.000007853376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598886,"about_ca_system_score_gemma":0.0004609488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008402504,"about_ca_topic_score_gemma":0.003159238,"domain_scores_codex":[0.9975933,0.0003550565,0.0006621626,0.0007637719,0.0003235024,0.0003021842],"domain_scores_gemma":[0.9981,0.0007911368,0.000258961,0.0005885625,0.0001378039,0.0001235023],"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":[0.3948887,0.05346359,0.2826997,0.00003827445,0.00008844459,0.004592602,0.00008921236,0.000012359,0.00004519716,0.00002881805,0.000532121,0.263521],"study_design_scores_gemma":[0.6989024,0.1515131,0.1141553,0.0002090755,0.0002424026,0.0001013129,0.0001023014,0.0001606353,0.0005000013,0.00003871735,0.03384753,0.0002272896],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949917,0.0003270315,0.000006864281,0.002466156,0.0006187182,0.001396078,0.00004259123,0.00002739282,0.0001234577],"genre_scores_gemma":[0.997212,0.0004257729,0.001075604,0.0005062761,0.00009346448,0.0001803109,0.0004642873,0.00002364604,0.00001865532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3040138,"threshold_uncertainty_score":0.5315728,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135605505","doi":"10.1093/noajnl/vdab042","title":"MRI-based radiomics for prognosis of pediatric diffuse intrinsic pontine glioma: an international study","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Brain Tumour Charity","keywords":"Medicine; Radiomics; Feature selection; Artificial intelligence; Proportional hazards model; Concordance; Radiology; Internal medicine; Computer science","authors":[{"name":"Lydia Tam","is_ca":false},{"name":"Kristen W. Yeom","is_ca":false},{"name":"Jason N. Wright","is_ca":false},{"name":"Alok Jaju","is_ca":false},{"name":"Alireza Radmanesh","is_ca":false},{"name":"Michelle Han","is_ca":false},{"name":"Sebastian Toescu","is_ca":false},{"name":"Maryam Maleki","is_ca":false},{"name":"Eric Chen","is_ca":false},{"name":"Andrew Campion","is_ca":false},{"name":"Hollie Lai","is_ca":false},{"name":"Azam Eghbal","is_ca":false},{"name":"Özgür Öztekin","is_ca":false},{"name":"Kshitij Mankad","is_ca":false},{"name":"Darren Hargrave","is_ca":false},{"name":"Thomas S. Jacques","is_ca":false},{"name":"Robert Goetti","is_ca":false},{"name":"Robert M. Lober","is_ca":false},{"name":"Samuel Cheshier","is_ca":false},{"name":"Sandy Napel","is_ca":false},{"name":"Mourad Ben Saïd","is_ca":false},{"name":"Kristian Aquilina","is_ca":false},{"name":"Chang Yueh Ho","is_ca":false},{"name":"Michelle Monje","is_ca":false},{"name":"Nicholas A. Vitanza","is_ca":false},{"name":"Sarah A. Mattonen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02264451965825666,"gpt":0.3292537142179313,"spread":0.3066091945596747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001347733,0.0001817156,0.0004879245,0.000250738,0.00006582912,0.00001292536,0.0001391327,0.00008097304,0.00004460253],"category_scores_gemma":[0.000467796,0.0001574041,0.0001384004,0.0003642427,0.00006369936,0.0001551856,0.00004843576,0.0001132513,0.000003170248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008190697,"about_ca_system_score_gemma":0.0002287087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005229641,"about_ca_topic_score_gemma":0.00006498837,"domain_scores_codex":[0.9985646,0.0001050189,0.0004150105,0.0004647191,0.0002242933,0.0002263846],"domain_scores_gemma":[0.9983671,0.000620613,0.0002331205,0.0002907219,0.0003688252,0.0001196192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00101848,0.02106502,0.9399896,0.00007542862,0.0001993845,0.001586602,0.0001564167,0.00009329402,0.01578313,0.0001395383,0.0003083895,0.01958474],"study_design_scores_gemma":[0.07269012,0.02934221,0.6029245,0.00004578217,0.002949698,0.0006564522,0.001148136,0.001002326,0.2304868,0.0002805268,0.05787459,0.0005988527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944482,0.0009863999,0.00009555866,0.002214568,0.0009363979,0.001103222,0.00004912489,0.00005156226,0.0001149769],"genre_scores_gemma":[0.993184,0.000440383,0.004931686,0.0003725653,0.0004597248,0.0004824806,0.00009430487,0.00002684835,0.000008053848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.337065,"threshold_uncertainty_score":0.6418752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088483329","doi":"10.1093/noajnl/vdaa104","title":"Brain tumors and COVID-19: the patient and caregiver experience*","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Pandemic; Telehealth; Anxiety; Coronavirus disease 2019 (COVID-19); Medicine; Brain tumor; Alliance; Population; Health care; Isolation (microbiology); Family medicine; Telemedicine; Psychology; Psychiatry; Internal medicine; Disease; Bioinformatics; Environmental health","authors":[{"name":"Mathew Voisin","is_ca":true},{"name":"Kathy Oliver","is_ca":false},{"name":"Stuart Farrimond","is_ca":false},{"name":"Tess Chee","is_ca":true},{"name":"Jean Arzbaecher","is_ca":false},{"name":"Carol Kruchko","is_ca":false},{"name":"Mary Ellen Maher","is_ca":false},{"name":"Chris Tse","is_ca":false},{"name":"Rosemary Cashman","is_ca":false},{"name":"Maureen Daniels","is_ca":false},{"name":"Christine Mungoshi","is_ca":false},{"name":"Sharon Lamb","is_ca":false},{"name":"Anita Granero","is_ca":false},{"name":"Mary Lovely","is_ca":false},{"name":"Jenifer Baker","is_ca":false},{"name":"Sally Payne","is_ca":false},{"name":"Gelareh Zadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0529621262807856,"gpt":0.3906352534175009,"spread":0.3376731271367153,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009234288,0.0001404832,0.0002883872,0.00003804083,0.0002381223,0.00001307416,0.00007250987,0.00007184751,0.00006017197],"category_scores_gemma":[0.002877848,0.00009367803,0.00002877696,0.0001450994,0.0004869645,0.0001160352,0.00009528771,0.0002754293,0.000004785134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007348652,"about_ca_system_score_gemma":0.0004870644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008300147,"about_ca_topic_score_gemma":0.0001068859,"domain_scores_codex":[0.9988615,0.0001450879,0.0002012432,0.0003703953,0.0001580729,0.0002636802],"domain_scores_gemma":[0.9977512,0.001289572,0.00009377029,0.0001502295,0.00003722169,0.0006780466],"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":[0.003820787,0.0002321594,0.2515911,0.001516409,0.00006476854,0.004626078,0.260408,0.0001594125,0.02304599,0.001874895,0.04915825,0.4035022],"study_design_scores_gemma":[0.001294315,0.002521006,0.01419702,0.00001555716,0.0000229995,0.0003375972,0.007828186,0.00014469,0.0005652689,0.0001832616,0.9727792,0.0001109695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6669708,0.003714685,0.0001225589,0.3280047,0.0001544389,0.0004716772,0.000007972161,0.00006462039,0.0004885038],"genre_scores_gemma":[0.7470124,0.0007326937,0.0000589755,0.2520173,0.0001232122,0.00003064321,0.00000174136,0.000009197432,0.00001385152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9236209,"threshold_uncertainty_score":0.382008,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382201858","doi":"10.1093/noajnl/vdad076","title":"Clinical utility of whole-genome DNA methylation profiling as a primary molecular diagnostic assay for central nervous system tumors—A prospective study and guidelines for clinical testing","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Gray Family Foundation; National Institute of Neurological Disorders and Stroke; National Cancer Institute; National Institutes of Health; Making Headway Foundation; Memorial Sloan-Kettering Cancer Center; National Institute of Biomedical Imaging and Bioengineering; Ira Sohn Research Conference Foundation; Friedberg Charitable Foundation; National Institute on Aging; Eli Lilly and Company","keywords":"DNA methylation; Concordance; Medical diagnosis; Epigenetics; Methylation; Medicine; Grading (engineering); Histopathology; Pathology; Bioinformatics; Biology; DNA; Internal medicine; Gene; Genetics; Gene expression","authors":[{"name":"Kristyn Galbraith","is_ca":false},{"name":"Varshini Vasudevaraja","is_ca":false},{"name":"Jonathan Serrano","is_ca":false},{"name":"Guomiao Shen","is_ca":false},{"name":"Ivy Tran","is_ca":false},{"name":"Nancy Abdallat","is_ca":false},{"name":"Mandisa Wen","is_ca":false},{"name":"Seema Patel","is_ca":false},{"name":"Misha Movahed-Ezazi","is_ca":false},{"name":"Arline Faustin","is_ca":false},{"name":"Marissa Spino-Keeton","is_ca":false},{"name":"Leah Geiser Roberts","is_ca":false},{"name":"Ekrem Maloku","is_ca":false},{"name":"Steven Drexler","is_ca":false},{"name":"Benjamin Liechty","is_ca":false},{"name":"David J. Pisapia","is_ca":false},{"name":"Olga Krasnozhen-Ratush","is_ca":false},{"name":"Marc K. Rosenblum","is_ca":false},{"name":"Seema Shroff","is_ca":false},{"name":"Daniel R. Boué","is_ca":false},{"name":"Christian J. Davidson","is_ca":false},{"name":"Qinwen Mao","is_ca":false},{"name":"Mariko Suchi","is_ca":false},{"name":"Paula E. North","is_ca":false},{"name":"Amanda Hopp","is_ca":false},{"name":"Annette D. Segura","is_ca":false},{"name":"Jason A. Jarzembowski","is_ca":false},{"name":"Lauren Parsons","is_ca":false},{"name":"Mahlon D. Johnson","is_ca":false},{"name":"Bret C. Mobley","is_ca":false},{"name":"Wesley Samore","is_ca":false},{"name":"Declan McGuone","is_ca":false},{"name":"Pallavi P. Gopal","is_ca":false},{"name":"Peter Canoll","is_ca":false},{"name":"Craig Horbinski","is_ca":false},{"name":"Joseph Fullmer","is_ca":false},{"name":"Midhat S. Farooqi","is_ca":false},{"name":"Murat Gökden","is_ca":false},{"name":"Nitin R. Wadhwani","is_ca":false},{"name":"Timothy E. Richardson","is_ca":false},{"name":"Melissa Umphlett","is_ca":false},{"name":"Nadejda M. Tsankova","is_ca":false},{"name":"John DeWitt","is_ca":false},{"name":"Chandranath Sen","is_ca":false},{"name":"Dimitris G. Placantonakis","is_ca":false},{"name":"Donato Pacione","is_ca":false},{"name":"Jeffrey H. Wisoff","is_ca":false},{"name":"Eveline Teresa Hidalgo","is_ca":false},{"name":"David H. Harter","is_ca":false},{"name":"Christopher William","is_ca":false},{"name":"Christine Cordova","is_ca":false},{"name":"Sylvia C. Kurz","is_ca":false},{"name":"Marissa Barbaro","is_ca":false},{"name":"Daniel A. Orringer","is_ca":false},{"name":"Matthias A. Karajannis","is_ca":false},{"name":"Erik P. Sulman","is_ca":false},{"name":"Sharon L. Gardner","is_ca":false},{"name":"David Zagzag","is_ca":false},{"name":"Aristotelis Tsirigos","is_ca":false},{"name":"Jeffrey C. Allen","is_ca":false},{"name":"John G. Golfinos","is_ca":false},{"name":"Matija Snuderl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1102232782314005,"gpt":0.4414507641231145,"spread":0.331227485891714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002793244,0.0002600565,0.001174319,0.0001219678,0.0001524879,0.00001334357,0.0001054675,0.0001706686,0.000001105128],"category_scores_gemma":[0.03525774,0.0002107657,0.0002438319,0.0003338034,0.0001997391,0.0001040533,0.0001017351,0.0002206361,0.00000254824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008886131,"about_ca_system_score_gemma":0.0003208335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008180776,"about_ca_topic_score_gemma":0.000009631014,"domain_scores_codex":[0.9963521,0.0005321447,0.001580493,0.0008458302,0.000258402,0.0004310555],"domain_scores_gemma":[0.9826815,0.0153514,0.000614342,0.0003032124,0.0008580359,0.0001915024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007912985,0.001703294,0.9174303,0.000587736,0.0002380099,0.0003761347,0.00009834165,0.00009169132,0.009338236,0.00009128485,0.00007737642,0.06917633],"study_design_scores_gemma":[0.007984546,0.01177109,0.9702917,0.0002048906,0.000924134,0.0000751844,0.0009223469,0.003764383,0.002364459,0.0005048438,0.001005819,0.0001865494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883009,0.001659846,0.0007424034,0.0008620174,0.0006426459,0.00739896,0.0001334539,0.0001641263,0.00009562796],"genre_scores_gemma":[0.9860865,0.0001740708,0.01126053,0.0002920273,0.0003674283,0.001661911,0.0001115197,0.00004077895,0.000005250298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06898978,"threshold_uncertainty_score":0.9728687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394919158","doi":"10.1093/noajnl/vdae051","title":"Contemporary trends in the incidence and timing of spinal metastases: A population-based study","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Clinical Evaluative Sciences; University of British Columbia; Vancouver General Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Toronto Western Hospital; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; University of Toronto; AOSpine; Ontario Ministry of Health and Long-Term Care; Government of Ontario; Physicians' Services Incorporated Foundation; Cancer Care Ontario; Stryker","keywords":"Medicine; Incidence (geometry); Lung cancer; Population; Metastasis; Cancer; Prostate cancer; Retrospective cohort study; Internal medicine","authors":[{"name":"Husain Shakil","is_ca":true},{"name":"Armaan K. Malhotra","is_ca":true},{"name":"Jetan H. Badhiwala","is_ca":true},{"name":"Vishwathsen Karthikeyan","is_ca":true},{"name":"Ahmad Essa","is_ca":true},{"name":"Yingshi He","is_ca":true},{"name":"Michael G. Fehlings","is_ca":true},{"name":"Arjun Sahgal","is_ca":true},{"name":"Nicolas Dea","is_ca":true},{"name":"Alex Kiss","is_ca":true},{"name":"Christopher D. Witiw","is_ca":true},{"name":"Donald A. Redelmeier","is_ca":true},{"name":"Jefferson R. Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05200178193459461,"gpt":0.3895816066360769,"spread":0.3375798247014823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006639072,0.0001179339,0.0003121082,0.0003398068,0.00003476964,0.00001414509,0.00009823684,0.00002175604,0.00006882806],"category_scores_gemma":[0.0002868573,0.00008095724,0.00004780204,0.0004390295,0.00007832001,0.0001696751,0.00003303231,0.0001692377,0.000001946425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002328449,"about_ca_system_score_gemma":0.0000936674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005612062,"about_ca_topic_score_gemma":0.00006642904,"domain_scores_codex":[0.9986382,0.000344507,0.0003440553,0.0002837452,0.0002682039,0.0001213487],"domain_scores_gemma":[0.9989986,0.0006417574,0.000092023,0.0002022606,0.00002229944,0.00004308825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001890089,0.001917568,0.8137482,0.0009945878,0.0001423189,0.00517191,0.001625553,0.0001829641,0.0007677341,0.0006399152,0.001687883,0.1712313],"study_design_scores_gemma":[0.003877246,0.005645513,0.9640249,0.0002731641,0.0006522554,0.00005482008,0.005899406,0.004707196,0.00008074752,0.0004293539,0.01417016,0.0001852208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890055,0.005335552,0.000164742,0.002961137,0.0001723518,0.0006305234,0.00001207307,0.00003813381,0.001679988],"genre_scores_gemma":[0.9980227,0.00001809376,0.0006206816,0.001188292,0.00002586997,0.00007403286,0.00001746968,0.000009466558,0.00002336475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1710461,"threshold_uncertainty_score":0.330134,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283020820","doi":"10.1093/noajnl/vdac085","title":"Phase I trial of sargramostim/pelareorep therapy in pediatric patients with recurrent or refractory high-grade brain tumors","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Oncolytics Biotech (Canada)","funders":"National Cancer Institute; Cancer Research UK; Oncolytics Biotech; Mayo Clinic","keywords":"Medicine; Leukopenia; Neutropenia; Refractory (planetary science); Adverse effect; Glioma; Internal medicine; Oncolytic virus; Toxicity; Surgery; Cancer","authors":[{"name":"Matthew Schuelke","is_ca":false},{"name":"Justin H. Gundelach","is_ca":false},{"name":"Matt Coffey","is_ca":true},{"name":"Emma J. West","is_ca":false},{"name":"Karen J. Scott","is_ca":false},{"name":"Derek R. Johnson","is_ca":false},{"name":"Adel Samson","is_ca":false},{"name":"Alan Melcher","is_ca":false},{"name":"Richard G. Vile","is_ca":false},{"name":"Richard J. Bram","is_ca":false}],"retraction":null,"screen_n_in":0,"score":{"opus":0.01852499490200818,"gpt":0.3361944883562387,"spread":0.3176694934542305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004544562,0.0002379108,0.0003752524,0.0002131939,0.000133728,0.000006721144,0.000450752,0.0001023708,0.0001409394],"category_scores_gemma":[0.000338259,0.0001929883,0.00007824281,0.0004850804,0.000187561,0.00001342583,0.0001625656,0.0004475283,0.000001835851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007764967,"about_ca_system_score_gemma":0.0005232429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007838082,"about_ca_topic_score_gemma":0.0001505119,"domain_scores_codex":[0.9971722,0.000929711,0.0004427919,0.0006051567,0.0004293616,0.0004207377],"domain_scores_gemma":[0.9987203,0.0003306086,0.0003280992,0.0004335456,0.00009261841,0.00009475091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7078763,0.01055427,0.01128722,0.00003225242,0.00005708738,0.0001039751,0.0001486313,0.0009212762,0.1368175,0.000009904704,0.001116721,0.1310748],"study_design_scores_gemma":[0.2516183,0.5361658,0.002758632,0.000008256497,0.00002895596,0.00001131714,0.000147935,0.00002699874,0.07821058,0.000132084,0.1302767,0.0006144834],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99641,0.001455984,0.00001123687,0.0003491505,0.0004804,0.001118869,0.000105685,0.00001518625,0.00005352378],"genre_scores_gemma":[0.9966855,0.001674555,0.0001299105,0.0005745481,0.0002323599,0.0003853164,0.0002325526,0.00004399835,0.00004122577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5256115,"threshold_uncertainty_score":0.7869835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406030096","doi":"10.1093/noajnl/vdae228","title":"cIMPACT-NOW update 9: Recommendations on utilization of genome-wide DNA methylation profiling for central nervous system tumor diagnostics","year":2025,"lang":"en","type":"review","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Cancer Institute; Great Ormond Street Institute of Child Health; Perelman School of Medicine, University of Pennsylvania; National Institutes of Health; Universitätsklinikum Heidelberg; Freie Universität Berlin; Hospital for Sick Children; Vrije Universiteit Amsterdam; Brain Tumour Charity; University of Toronto; Brigham and Women's Hospital; Cancer Research UK; University College London; Massachusetts General Hospital; St. Jude Children's Research Hospital; National Institute for Health and Care Research; Deutschen Konsortium für Translationale Krebsforschung; Great Ormond Street Hospital for Children; Amsterdam University Medical Centers; Humboldt-Universität zu Berlin; Universitätsspital Basel; Deutsches Krebsforschungszentrum; York University; Universität Zürich; University of Pennsylvania","keywords":"Profiling (computer programming); DNA methylation; Computational biology; Genome; Biology; Central nervous system; Bioinformatics; Medicine; Genetics; Neuroscience; Computer science; Gene","authors":[{"name":"Kenneth Aldape","is_ca":false},{"name":"David Capper","is_ca":false},{"name":"Andreas von Deimling","is_ca":false},{"name":"Caterina Giannini","is_ca":false},{"name":"Mark R. Gilbert","is_ca":false},{"name":"Cynthia Hawkins","is_ca":true},{"name":"Juergen Hench","is_ca":false},{"name":"Thomas S. Jacques","is_ca":false},{"name":"David Jones","is_ca":false},{"name":"David N. Louis","is_ca":false},{"name":"Sabine Mueller","is_ca":false},{"name":"Brent A. Orr","is_ca":false},{"name":"MacLean P. Nasrallah","is_ca":false},{"name":"Stefan M. Pfister","is_ca":false},{"name":"Felix Sahm","is_ca":false},{"name":"Matija Snuderl","is_ca":false},{"name":"David A. Solomon","is_ca":false},{"name":"Pascale Varlet","is_ca":false},{"name":"Pieter Wesseling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05412338250434129,"gpt":0.3826544957463135,"spread":0.3285311132419723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002426091,0.0004741781,0.002060926,0.0004938826,0.0001631626,0.00001667181,0.0001607004,0.0002709048,0.00001944986],"category_scores_gemma":[0.001905527,0.0003800153,0.0004674448,0.0005040758,0.00006728533,0.0001068554,0.00004969378,0.000283622,0.00001377788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006164392,"about_ca_system_score_gemma":0.0006902264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001685426,"about_ca_topic_score_gemma":0.00001310916,"domain_scores_codex":[0.9972886,0.0003649915,0.001104994,0.000612608,0.0001980431,0.0004307464],"domain_scores_gemma":[0.9926491,0.005433867,0.00111287,0.0004146621,0.0002458197,0.0001436795],"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":[0.0001362436,0.0007787215,0.0006980359,0.03128529,0.0003753647,0.0001031259,0.00002821481,0.000211893,0.00002299934,0.001386812,0.001179799,0.9637935],"study_design_scores_gemma":[0.001161444,0.001197938,0.0002033653,0.007891492,0.003425245,0.00005370611,0.00005299571,0.00007827071,0.0007347206,0.00005344279,0.9849215,0.0002259075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002153213,0.9892243,0.001128171,0.0006662249,0.001769129,0.005517579,0.000769581,0.0001124368,0.0005973096],"genre_scores_gemma":[0.0008834257,0.9919354,0.002379834,0.0003047348,0.0002220672,0.00150374,0.002690315,0.00005917603,0.00002130746],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9837417,"threshold_uncertainty_score":0.9998652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037370568","doi":"10.1093/noajnl/vdaa032","title":"Abdominal neoplastic manifestations of neurofibromatosis type 1","year":2020,"lang":"en","type":"review","venue":"Neuro-Oncology Advances","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's College Hospital; Princess Margaret Cancer Centre; Hospital for Sick Children; University of Toronto; SickKids Foundation; Mount Sinai Hospital","funders":"","keywords":"Neurofibromatosis; Medicine; Interstitial cell of Cajal; Pathology; Neurofibromatosis type 2; Immunohistochemistry","authors":[{"name":"Anna Dare","is_ca":true},{"name":"Abha A. Gupta","is_ca":true},{"name":"Seng Thipphavong","is_ca":true},{"name":"Markku Miettinen","is_ca":false},{"name":"Rebecca A. Gladdy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04846030081244448,"gpt":0.3640172488342999,"spread":0.3155569480218554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008494257,0.0005996178,0.00322738,0.0003258975,0.0001080108,0.00001656755,0.0003104395,0.000336377,0.0001637173],"category_scores_gemma":[0.00104164,0.0004937905,0.0006389059,0.0008055847,0.0002991429,0.0001512147,0.0001500934,0.0007382435,0.0002635148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006627981,"about_ca_system_score_gemma":0.001075913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002160438,"about_ca_topic_score_gemma":0.000002119555,"domain_scores_codex":[0.996811,0.0004067021,0.001237134,0.0007965202,0.0003478391,0.0004007549],"domain_scores_gemma":[0.9956286,0.00246518,0.0009381481,0.0005118578,0.0001541226,0.0003021199],"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":[0.0003568054,0.0003551744,0.0001256768,0.03055925,0.0002269048,0.0113163,0.00004691393,0.000002799933,0.0009796936,0.0003676611,0.003609703,0.9520531],"study_design_scores_gemma":[0.0004987333,0.003164016,0.00004142165,0.002728235,0.002357256,0.01473639,0.00002392623,0.000006957801,0.00009693854,0.00003960323,0.9760182,0.0002883431],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007012102,0.9933642,0.00001886702,0.0002615034,0.001324442,0.001016954,0.0001215153,0.0001397008,0.003051644],"genre_scores_gemma":[0.0002730656,0.9970911,0.001609566,0.0003471194,0.0002989209,0.00009432913,0.00009800686,0.0001191923,0.0000687564],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9724085,"threshold_uncertainty_score":0.9997514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3008167495","doi":"10.1093/noajnl/vdaa020","title":"EGFR blockade in GBM brain tumor stem cells synergizes with JAK2/STAT3 pathway inhibition to abrogate compensatory mechanisms in vitro and in vivo","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Institute for Cancer Research; University of Calgary","funders":"Government of Canada; Canadian Institutes of Health Research; Genome Canada; Alberta Cancer Foundation; CTI Biopharma; Stand Up To Cancer","keywords":"Afatinib; In vivo; Cancer research; Neurosphere; Medicine; Pharmacology; In vitro; Viability assay; Erlotinib; Biology; Epidermal growth factor receptor; Internal medicine; Endothelial stem cell; Receptor; Adult stem cell","authors":[{"name":"Katharine V. Jensen","is_ca":true},{"name":"Xiaoguang Hao","is_ca":true},{"name":"Ahmed Aman","is_ca":true},{"name":"H. Artee Luchman","is_ca":true},{"name":"Samuel Weiss","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0110308927171843,"gpt":0.2476797498927438,"spread":0.2366488571755595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001513295,0.0002563234,0.000633201,0.0002763279,0.00003688809,0.0000121722,0.00006264315,0.0000862585,0.0000261619],"category_scores_gemma":[0.00006338041,0.000198601,0.00003318639,0.0004522302,0.00008869578,0.0001400967,0.00006494359,0.0002914349,0.00001308083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754769,"about_ca_system_score_gemma":0.0001183684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004621664,"about_ca_topic_score_gemma":0.001367885,"domain_scores_codex":[0.9982352,0.0002113348,0.0003947563,0.0005913501,0.0001857303,0.0003816505],"domain_scores_gemma":[0.9989511,0.0005012515,0.0001169336,0.0001403457,0.00002842035,0.0002618902],"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":[0.001971259,0.00051834,0.008701165,0.00009517716,0.00001131774,0.007215126,0.0008603347,0.0006329593,0.9765901,0.0001160724,0.00007009949,0.003218042],"study_design_scores_gemma":[0.007948907,0.002688886,0.004917162,0.0001897488,0.00002371271,0.0001089443,0.001084829,0.0002190888,0.973389,0.000101392,0.009117594,0.0002107466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883278,0.0004869268,0.00002029257,0.009860692,0.0001075754,0.0009631896,0.00003022405,0.00004455369,0.0001587415],"genre_scores_gemma":[0.9898012,0.0001387552,0.001335435,0.008396435,0.00003559047,0.0002493316,0.000005735028,0.00002919056,0.000008361803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009047494,"threshold_uncertainty_score":0.8098715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4376254775","doi":"10.1093/noajnl/vdad058","title":"Suicidal ideation and attempts in brain tumor patients and survivors: A systematic review","year":2023,"lang":"en","type":"review","venue":"Neuro-Oncology Advances","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brain and Cognition Discovery Foundation; St. Michael's Hospital; Douglas Mental Health University Institute; McGill University; University of Calgary; Montreal Neurological Institute and Hospital; University Health Network; University of Toronto; Hospital for Sick Children; University of British Columbia","funders":"National Natural Science Foundation of China; Alkermes","keywords":"Suicidal ideation; Anxiety; Psychiatry; Distress; Population; Medicine; Depression (economics); Scopus; Clinical psychology; Systematic review; Brain tumor; Psychology; Poison control; Suicide prevention; MEDLINE; Medical emergency","authors":[{"name":"Mohammad Mofatteh","is_ca":false},{"name":"Mohammad Sadegh Mashayekhi","is_ca":true},{"name":"Saman Arfaie","is_ca":true},{"name":"Yimin Chen","is_ca":false},{"name":"Armaan K. Malhotra","is_ca":true},{"name":"Mohammed Ali Alvi","is_ca":true},{"name":"Nicholas Sader","is_ca":true},{"name":"Violet Antonick","is_ca":false},{"name":"Mostafa Fatehi","is_ca":true},{"name":"Alireza Mansouri","is_ca":false},{"name":"Sunit Das","is_ca":true},{"name":"Xuxing Liao","is_ca":false},{"name":"Roger S. McIntyre","is_ca":true},{"name":"Rolando F. Del Maestro","is_ca":true},{"name":"Gustavo Turecki","is_ca":true},{"name":"Aaron Cohen‐Gadol","is_ca":false},{"name":"Gelareh Zadeh","is_ca":true},{"name":"Keyoumars Ashkan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05544156054398484,"gpt":0.3988802377435522,"spread":0.3434386771995673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000916772,0.0005689251,0.003933839,0.0003630265,0.0001114364,0.00002149415,0.0002511296,0.000264014,0.00002722358],"category_scores_gemma":[0.001990052,0.000445687,0.0001708253,0.0005689353,0.0001878341,0.0001527867,0.0001921214,0.0005305306,0.0001803777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119015,"about_ca_system_score_gemma":0.00009211023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001170505,"about_ca_topic_score_gemma":0.001346389,"domain_scores_codex":[0.9951717,0.00179289,0.001451395,0.0009045553,0.0002071123,0.0004722985],"domain_scores_gemma":[0.993321,0.005226761,0.0009337182,0.000356984,0.00007025864,0.0000912984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001812511,0.00011701,0.002177967,0.9414047,0.0002228958,0.0003219802,0.0004064463,1.30104e-7,1.950099e-7,0.0002541755,0.0007052608,0.05437113],"study_design_scores_gemma":[0.002546315,0.001525632,0.002141831,0.3227877,0.004127753,0.0005430914,0.0005064211,8.897346e-7,1.788886e-7,0.0009046606,0.6633301,0.001585447],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004013261,0.9938707,0.00000192183,0.000281083,0.001019395,0.003878068,0.00004781723,0.00009728775,0.000402421],"genre_scores_gemma":[0.000041291,0.995933,0.00001753128,0.001748522,0.00007632562,0.001941229,0.00005561993,0.0000735159,0.0001129903],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6626248,"threshold_uncertainty_score":0.9997995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4303411525","doi":"10.1093/noajnl/vdac161","title":"Leveraging the CSF proteome toward minimally-invasive diagnostics surveillance of brain malignancies","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"Canadian Institutes of Health Research; Ministry of Health, Ontario","keywords":"Cerebrospinal fluid; Brain biopsy; Medicine; Proteomics; Receiver operating characteristic; Malignancy; Proteome; Brain tumor; Liquid biopsy; Pathology; Biopsy; Cancer; Oncology; Bioinformatics; Internal medicine; Biology","authors":[{"name":"Nicholas Mikolajewicz","is_ca":true},{"name":"Shahbaz Khan","is_ca":true},{"name":"Mara Trifoi","is_ca":false},{"name":"Anna Skakdoub","is_ca":false},{"name":"Vladmir Ignatchenko","is_ca":true},{"name":"Sheila Mansouri","is_ca":true},{"name":"Jeffrey Zuccato","is_ca":true},{"name":"Brad E. Zacharia","is_ca":false},{"name":"Michael Glantz","is_ca":false},{"name":"Gelareh Zadeh","is_ca":true},{"name":"Jason Moffat","is_ca":true},{"name":"Thomas Kislinger","is_ca":true},{"name":"Alireza Mansouri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02268235255134414,"gpt":0.2858773023196748,"spread":0.2631949497683306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000321337,0.0001954755,0.0004795012,0.00009548234,0.0002703441,0.000008794334,0.0002275889,0.00004485816,0.0001580396],"category_scores_gemma":[0.001627566,0.0001401595,0.0001324927,0.0003134489,0.0002641232,0.00007134408,0.0002169518,0.0002836758,0.000008954314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001314151,"about_ca_system_score_gemma":0.000267113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002148281,"about_ca_topic_score_gemma":0.00004230598,"domain_scores_codex":[0.9982998,0.0003260142,0.0003597401,0.0003682726,0.0003110841,0.0003350831],"domain_scores_gemma":[0.9953644,0.003820419,0.0002854724,0.0003319259,0.0001248164,0.00007302014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009484082,0.002112931,0.6987011,0.0003440521,0.0003018004,0.003029918,0.004332868,0.001631116,0.2510646,0.0008117871,0.01764174,0.01907974],"study_design_scores_gemma":[0.005682936,0.007415969,0.2446053,0.00009174315,0.0002140306,0.00114386,0.004764661,0.00006593506,0.1639777,0.001170121,0.5704434,0.0004243762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589509,0.006373945,0.00001346869,0.03208076,0.0005814729,0.001029835,0.00005681452,0.00005100177,0.0008617948],"genre_scores_gemma":[0.9927397,0.001601634,0.0004387609,0.004198036,0.0001066716,0.0008213033,0.00001948332,0.00002439421,0.00005000722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5528017,"threshold_uncertainty_score":0.5715538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3193792809","doi":"10.1093/noajnl/vdab118","title":"Avelumab in newly diagnosed glioblastoma","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; University of Ottawa; University of British Columbia; Ottawa Hospital; Clinique Neuro-Outaouais","funders":"Merck KGaA; EMD Serono; Pfizer","keywords":"Avelumab; Medicine; Adverse effect; Oncology; Discontinuation; Immunotherapy; Internal medicine; Immune system; Immune checkpoint; Antibody; Progression-free survival; Monoclonal antibody; Nivolumab; Immunology; Overall survival","authors":[{"name":"François Jacques","is_ca":true},{"name":"Garth Nicholas","is_ca":true},{"name":"Ian Lorimer","is_ca":true},{"name":"Victorine Sikati Foko","is_ca":true},{"name":"J.B. Prevost","is_ca":true},{"name":"Nathalie Dumais","is_ca":true},{"name":"Brad H. Nelson","is_ca":true},{"name":"John Woulfe","is_ca":true},{"name":"Gerard H. Jansen","is_ca":true},{"name":"Erik Apedaile","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01260199528843592,"gpt":0.3007417723979693,"spread":0.2881397771095334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006889433,0.0001777241,0.0004583004,0.0001368568,0.00005673598,0.00001085692,0.00007086479,0.0001208554,0.0003342795],"category_scores_gemma":[0.000485477,0.0001578073,0.0001013046,0.0004139902,0.00009097099,0.0001214108,0.00005843516,0.0002359195,0.0001433418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001415081,"about_ca_system_score_gemma":0.0002321307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001423663,"about_ca_topic_score_gemma":0.0008675716,"domain_scores_codex":[0.9986173,0.0001199354,0.0002924791,0.0004516518,0.0001717902,0.000346866],"domain_scores_gemma":[0.9987208,0.0006871264,0.00008035477,0.0002898324,0.00008282506,0.0001391169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008876266,0.00499082,0.545865,0.0001013869,0.0001063498,0.08807163,0.0005142341,0.0002595054,0.09821273,0.001142539,0.004698254,0.2551499],"study_design_scores_gemma":[0.01648752,0.003034308,0.2304955,0.0001295137,0.0001443426,0.001946401,0.000531983,0.00009776199,0.1632725,0.000759829,0.5827989,0.000301367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802744,0.005322655,0.00001044259,0.006646649,0.0006471891,0.0002969674,0.000006461057,0.00007042293,0.006724763],"genre_scores_gemma":[0.992789,0.002129632,0.001149887,0.003495488,0.000146747,0.0001654531,0.00001354417,0.0000232136,0.00008697536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5781006,"threshold_uncertainty_score":0.6435194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3098262983","doi":"10.1093/noajnl/vdaa124","title":"Phase I/II study of sorafenib in combination with erlotinib for recurrent glioblastoma as part of a 3-arm sequential accrual clinical trial: NABTC 05-02","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"National Cancer Institute; National Institutes of Health","keywords":"Sorafenib; Erlotinib; Medicine; Clinical endpoint; Oncology; Internal medicine; Pharmacokinetics; Pharmacology; Phases of clinical research; Tyrosine-kinase inhibitor; Clinical trial; Epidermal growth factor receptor; Hepatocellular carcinoma; Cancer","authors":[{"name":"Huanwen Chen","is_ca":false},{"name":"John G. Kuhn","is_ca":false},{"name":"Kathleen R. Lamborn","is_ca":false},{"name":"Lauren E. Abrey","is_ca":false},{"name":"Lisa M. DeAngelis","is_ca":false},{"name":"Frank S. Lieberman","is_ca":false},{"name":"H. Ian Robins","is_ca":false},{"name":"Susan M. Chang","is_ca":false},{"name":"W.K. Alfred Yung","is_ca":false},{"name":"Jan Drappatz","is_ca":false},{"name":"Minesh P. Mehta","is_ca":false},{"name":"Victor A. Levin","is_ca":false},{"name":"Kenneth Aldape","is_ca":false},{"name":"Janet Dancey","is_ca":true},{"name":"Michael D. Prados","is_ca":false},{"name":"Timothy F. Cloughesy","is_ca":false},{"name":"Patrick Y. Wen","is_ca":false},{"name":"Mark R. Gilbert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09047700081868112,"gpt":0.4332743799697267,"spread":0.3427973791510456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003395476,0.0002116232,0.001007465,0.0001366293,0.00005724915,0.000004393075,0.0001231461,0.0001172521,0.00003814314],"category_scores_gemma":[0.0009209429,0.0001517746,0.0001488018,0.0003391805,0.000176279,0.0001157481,0.00006377214,0.0002329254,0.000002733003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004551315,"about_ca_system_score_gemma":0.0002316678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008651263,"about_ca_topic_score_gemma":0.0002122112,"domain_scores_codex":[0.9975672,0.0003361367,0.001047786,0.0005098573,0.0002995228,0.0002395492],"domain_scores_gemma":[0.9977884,0.0009993184,0.0006492655,0.0002079503,0.0002048466,0.0001502417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6140222,0.1624478,0.02376965,0.0002234255,0.0004393312,0.0007490455,0.002585896,0.0001002661,0.003952155,0.0002930761,0.001089138,0.190328],"study_design_scores_gemma":[0.3500412,0.6100229,0.0008638604,0.00006940772,0.0004020348,0.00002724435,0.0009713051,0.0001216344,0.01397369,0.00007422956,0.02331015,0.0001222978],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920934,0.0002311219,0.00001348574,0.002414243,0.000787488,0.004317043,0.00003626562,0.00003406932,0.00007284631],"genre_scores_gemma":[0.9983451,0.0001484536,0.0002503264,0.0003744078,0.0001910139,0.0006375432,0.00002474476,0.00002406231,0.000004339654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4475751,"threshold_uncertainty_score":0.6189187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285394861","doi":"10.1093/noajnl/vdac115","title":"Reoperation in adult patients with recurrent glioblastoma: A matched cohort analysis","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact; University of Manitoba; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Surgery; Retrospective cohort study; Resection; Single Center; Glioblastoma; Cohort; Complication; Internal medicine","authors":[{"name":"Kaiyun Yang","is_ca":true},{"name":"Yosef Ellenbogen","is_ca":true},{"name":"Amanda Martyniuk","is_ca":true},{"name":"Michel Sourour","is_ca":true},{"name":"Radwan Takroni","is_ca":true},{"name":"Mohamed Somji","is_ca":true},{"name":"Emily Gardiner","is_ca":true},{"name":"Katrina Hui","is_ca":true},{"name":"Devang Odedra","is_ca":true},{"name":"Ramiro Larrazabal","is_ca":true},{"name":"Almunder Algird","is_ca":true},{"name":"Edward Kachur","is_ca":true},{"name":"Kesava Reddy","is_ca":true},{"name":"Naresh Murty","is_ca":true},{"name":"Forough Farrokhyar","is_ca":true},{"name":"Sheila K. Singh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00577490168882398,"gpt":0.2651625902437198,"spread":0.2593876885548958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009675467,0.0001496485,0.0004498641,0.000358472,0.0001316916,0.000007082119,0.00006775204,0.00003684605,0.0002169121],"category_scores_gemma":[0.00007604197,0.0001052493,0.00007752605,0.001057375,0.00004732218,0.0001001062,0.00005384961,0.0002237317,0.000009513087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003174057,"about_ca_system_score_gemma":0.00007292729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002794544,"about_ca_topic_score_gemma":0.00102877,"domain_scores_codex":[0.9985926,0.0001667597,0.0002772669,0.0004158933,0.0003282552,0.0002192532],"domain_scores_gemma":[0.9993138,0.0001376569,0.000137061,0.0002201437,0.0001163155,0.00007501201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001702933,0.002071298,0.9847469,0.00000999982,0.0002190977,0.0003012048,0.0001857904,0.001764414,0.0002250254,0.00003382038,0.0001911118,0.008548356],"study_design_scores_gemma":[0.006507766,0.0082154,0.9714953,0.0000117536,0.0009227146,0.00002940152,0.0002480643,0.0004423662,0.0006637012,0.00001995503,0.01129738,0.0001462107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969584,0.0002176144,0.000008521365,0.001456912,0.0002074337,0.0007309651,0.00002289391,0.00003807884,0.000359154],"genre_scores_gemma":[0.9976664,0.0001367805,0.0003200942,0.0008531748,0.00002305895,0.0008403502,0.0001320877,0.00001362524,0.00001448609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01325167,"threshold_uncertainty_score":0.4291944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281394659","doi":"10.1093/noajnl/vdac076","title":"Detection of temozolomide-induced hypermutation and response to PD-1 checkpoint inhibitor in recurrent glioblastoma","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill Genome Centre; McGill University Health Centre","funders":"National Cancer Institute; Cancer Research Society; AbbVie","keywords":"Somatic hypermutation; Temozolomide; Immune system; Immunotherapy; Cancer research; Biology; Immunology; Glioma; Antibody; B cell","authors":[{"name":"Paul Daniel","is_ca":true},{"name":"Brian Meehan","is_ca":true},{"name":"Siham Sabri","is_ca":true},{"name":"Fatemeh Jamali","is_ca":true},{"name":"Jann N. Sarkaria","is_ca":false},{"name":"Dongsic Choi","is_ca":true},{"name":"Delphine Garnier","is_ca":true},{"name":"Gaspar J. Kitange","is_ca":false},{"name":"Kate I. Glennon","is_ca":true},{"name":"Antoine Paccard","is_ca":true},{"name":"Jason Karamchandani","is_ca":true},{"name":"Yasser Riazalhosseini","is_ca":true},{"name":"Janusz Rak","is_ca":true},{"name":"Bassam Abdulkarim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01428703735757217,"gpt":0.3025691662868431,"spread":0.288282128929271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003141298,0.0001176171,0.0003034716,0.0003576749,0.0000865781,0.000003233105,0.0000403931,0.00004720702,0.00002227129],"category_scores_gemma":[0.0005132105,0.0001009116,0.00004331855,0.0003912009,0.00003808709,0.00007088879,0.00007947041,0.0001930328,0.000004576213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064014,"about_ca_system_score_gemma":0.00009955344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001647939,"about_ca_topic_score_gemma":0.00021891,"domain_scores_codex":[0.9987086,0.0003095302,0.000323338,0.0003138162,0.0001777534,0.0001669637],"domain_scores_gemma":[0.9991251,0.0004691169,0.0001403365,0.000133927,0.00004606246,0.00008550427],"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":[0.01215561,0.0005591316,0.008017076,0.00002290274,0.000010365,0.0002572204,0.0005549333,0.0001251513,0.8771866,0.000006477526,0.00002143933,0.1010831],"study_design_scores_gemma":[0.004579103,0.02582061,0.1339727,0.00003740609,0.00005361989,0.0004527202,0.001064609,0.00012893,0.8149199,0.00009604124,0.01874829,0.0001260712],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954214,0.0004994224,0.000005081438,0.002851232,0.0004970424,0.0006405575,0.000008796544,0.00002626921,0.00005016605],"genre_scores_gemma":[0.9989585,0.00007477455,0.0001684438,0.0003339416,0.00003813877,0.0004051507,0.000002680054,0.00001287489,0.000005512264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1259556,"threshold_uncertainty_score":0.4115054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4223937413","doi":"10.1093/noajnl/vdac056","title":"Pediatric pineoblastoma: A pooled outcome study of North American and Australian therapeutic data","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":20,"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":"","keywords":"Medicine; Proportional hazards model; Hazard ratio; Survival analysis; Cohort; Exact test; Oncology; Internal medicine; Pediatrics; Confidence interval","authors":[{"name":"Jordan R. Hansford","is_ca":false},{"name":"Jie Huang","is_ca":false},{"name":"Raelene Endersby","is_ca":false},{"name":"Andrew Dodgshun","is_ca":false},{"name":"Bryan Li","is_ca":true},{"name":"Eugene Hwang","is_ca":false},{"name":"Sarah Leary","is_ca":false},{"name":"Amar Gajjar","is_ca":false},{"name":"Katja von Hoff","is_ca":false},{"name":"Olivia Wells","is_ca":false},{"name":"Alison Wray","is_ca":false},{"name":"Rishi S. Kotecha","is_ca":false},{"name":"David R. Raleigh","is_ca":false},{"name":"Schuyler Stoller","is_ca":false},{"name":"Sabine Mueller","is_ca":false},{"name":"Steven E. Schild","is_ca":false},{"name":"Pratiti Bandopadhayay","is_ca":false},{"name":"Maryam Fouladi","is_ca":false},{"name":"Éric Bouffet","is_ca":true},{"name":"Annie Huang","is_ca":true},{"name":"Arzu Onar‐Thomas","is_ca":false},{"name":"Nicholas G. Gottardo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04672637115772351,"gpt":0.3562527132712797,"spread":0.3095263421135562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001145029,0.0001600244,0.0005260353,0.0001720858,0.0001397055,0.000004538852,0.0002233373,0.00001373428,0.0000451767],"category_scores_gemma":[0.00006462157,0.0001308378,0.0000347343,0.0005059444,0.0001078365,0.0000818612,0.0003245269,0.0002328361,0.000003322427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005419231,"about_ca_system_score_gemma":0.00005782973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009722001,"about_ca_topic_score_gemma":0.0007897717,"domain_scores_codex":[0.9985352,0.000198503,0.0003440149,0.0004534608,0.0002485567,0.0002202292],"domain_scores_gemma":[0.998739,0.0003341209,0.0002653378,0.0005334148,0.00003145485,0.00009669652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002094055,0.003492477,0.9668359,0.00002510464,0.00009941424,0.0004702383,0.0002256476,0.00006580387,0.0002019798,0.000003306214,0.0001838649,0.02818687],"study_design_scores_gemma":[0.003491574,0.01050469,0.969611,8.851048e-7,0.0006972988,0.0001661772,0.001061967,0.00003296416,0.0000344351,0.000005905633,0.0142982,0.00009486984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967859,0.0006938332,0.000001120965,0.001497237,0.0002075897,0.0006735921,0.00006256837,0.00003642838,0.00004175451],"genre_scores_gemma":[0.998688,0.0002544665,0.000141379,0.0006370157,0.00006879235,0.0001490048,0.0000299297,0.00001730144,0.00001414199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.028092,"threshold_uncertainty_score":0.5335411,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022510125","doi":"10.1093/noajnl/vdaa053","title":"Expression profiling of the adhesion G protein-coupled receptor GPR133 (ADGRD1) in glioma subtypes","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Receptor Mechanisms and Signaling","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute; National Institutes of Health; Friedberg Charitable Foundation; Deutsche Forschungsgemeinschaft; National Institute of Neurological Disorders and Stroke; New York State Stem Cell Science","keywords":"Glioma; Isocitrate dehydrogenase; Biology; Malignancy; Immunohistochemistry; IDH1; Cancer research; Brain tumor; Pathology; Mutant; Medicine; Gene; Enzyme","authors":[{"name":"Joshua D. Frenster","is_ca":false},{"name":"Michael Kader","is_ca":false},{"name":"Scott Kamen","is_ca":false},{"name":"James Sun","is_ca":false},{"name":"Luis Chiriboga","is_ca":false},{"name":"Jonathan Serrano","is_ca":false},{"name":"Devin Bready","is_ca":false},{"name":"Danielle Golub","is_ca":false},{"name":"Niklas Ravn-Boess","is_ca":false},{"name":"Gabriele Stephan","is_ca":false},{"name":"Sylvia C. Kurz","is_ca":false},{"name":"Rajan Jain","is_ca":false},{"name":"Christopher Y. Park","is_ca":false},{"name":"David Fenyö","is_ca":false},{"name":"Ines Liebscher","is_ca":false},{"name":"Torsten Schöneberg","is_ca":false},{"name":"Giselle R. Wiggin","is_ca":false},{"name":"Robert H. Newman","is_ca":false},{"name":"Matt Barnes","is_ca":false},{"name":"John K. Dickson","is_ca":false},{"name":"Douglas J. MacNeil","is_ca":false},{"name":"Xinyan Huang","is_ca":false},{"name":"Nadim Shohdy","is_ca":false},{"name":"Matija Snuderl","is_ca":false},{"name":"David Zagzag","is_ca":false},{"name":"Dimitris G. Placantonakis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01254065024205513,"gpt":0.2568209050475636,"spread":0.2442802548055085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001705795,0.0001559149,0.0002353687,0.00003072839,0.000078685,0.000006530975,0.0003127238,0.000190451,0.00007495203],"category_scores_gemma":[0.0004221563,0.0001117723,0.0000918068,0.0001852583,0.00008734067,0.00001231805,0.0001745748,0.0001889909,0.000005772453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001233014,"about_ca_system_score_gemma":0.00009622164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003256926,"about_ca_topic_score_gemma":0.000008596559,"domain_scores_codex":[0.9986957,0.0002082128,0.0003202854,0.0004064505,0.0001470997,0.0002222348],"domain_scores_gemma":[0.9993885,0.00004520166,0.0002277338,0.0002134299,0.00006280594,0.00006236975],"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":[0.0003792921,0.00004808031,0.001757544,0.00004317403,0.000004673779,0.000004185264,0.00008610571,0.0002292408,0.9959554,0.00005622389,0.00007283041,0.001363244],"study_design_scores_gemma":[0.0005683376,0.0007067437,0.00009076,0.00003967741,0.000005146437,0.000003759172,0.0001557743,0.0001615216,0.9846103,0.0001045524,0.01343613,0.0001172795],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996656,0.001240628,0.0004862917,0.0005689284,0.0003447918,0.0005212736,0.000005820948,0.00001427086,0.0001619993],"genre_scores_gemma":[0.9958521,0.0001639409,0.003288906,0.0003659684,0.0002105152,0.00006710731,0.00001170556,0.00002156883,0.00001815764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0133633,"threshold_uncertainty_score":0.4557944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322754219","doi":"10.1093/noajnl/vdad018","title":"Phase II multicenter trial combining nivolumab and radiosurgery for NSCLC and RCC brain metastases","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario; Université de Sherbrooke; McGill University Health Centre; Centre Hospitalier Universitaire de Sherbrooke; Princess Margaret Cancer Centre; Centre Hospitalier de l’Université de Montréal; University of Toronto; University Health Network","funders":"Bristol-Myers Squibb","keywords":"Nivolumab; Medicine; Clinical endpoint; Renal cell carcinoma; Radiosurgery; Lung cancer; Internal medicine; Adverse effect; Phases of clinical research; Oncology; Progression-free survival; Urology; Randomized controlled trial; Surgery; Gastroenterology; Clinical trial; Radiation therapy; Immunotherapy; Cancer; Overall survival","authors":[{"name":"Philip Wong","is_ca":true},{"name":"Laura Masucci","is_ca":true},{"name":"Marie Florescu","is_ca":true},{"name":"M.-É. Plourde","is_ca":true},{"name":"Valérie Panet-Raymond","is_ca":true},{"name":"Michel Pavic","is_ca":true},{"name":"Scott Owen","is_ca":true},{"name":"Laurence Masson‐Côté","is_ca":true},{"name":"Cynthia Ménard","is_ca":true},{"name":"Bertrand Routy","is_ca":true},{"name":"Mustapha Tehfé","is_ca":true},{"name":"Kristoff Nelson","is_ca":true},{"name":"F Guilbert","is_ca":true},{"name":"Olivier Boucher","is_ca":true},{"name":"Sareh Keshavarzi","is_ca":true},{"name":"Normand Blais","is_ca":true},{"name":"David Roberge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03763381721113974,"gpt":0.3684158237246569,"spread":0.3307820065135172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005190715,0.0002178903,0.000631141,0.000169684,0.0003024345,0.00001790766,0.0000455735,0.0000805305,0.00003217753],"category_scores_gemma":[0.0009859535,0.0001784397,0.0001148341,0.0001674957,0.0002380464,0.0001619557,0.00008157081,0.0001478861,0.000004960281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002875477,"about_ca_system_score_gemma":0.00007317744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005356362,"about_ca_topic_score_gemma":0.00001255518,"domain_scores_codex":[0.998481,0.0001896883,0.0003409689,0.0004770856,0.0001315583,0.0003796421],"domain_scores_gemma":[0.9963289,0.003121788,0.0001421452,0.0001815389,0.00004364959,0.0001819549],"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":[0.09817751,0.004518232,0.002132109,0.000358526,0.0006876344,0.001547558,0.0008481235,0.00001502978,0.02109124,0.0009290742,0.02912286,0.8405721],"study_design_scores_gemma":[0.3527391,0.02985762,0.0005357971,0.00007286677,0.0007443712,0.0003235927,0.0006377558,0.0009986776,0.002783002,0.0005614714,0.6104569,0.0002888713],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857139,0.003424529,0.0001802696,0.007777168,0.0009824794,0.001533082,0.0001423805,0.0001345088,0.0001116742],"genre_scores_gemma":[0.9899873,0.00155608,0.003581766,0.003538239,0.0003649452,0.0004470182,0.0001898327,0.0000486363,0.0002861753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8402832,"threshold_uncertainty_score":0.727656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005378509","doi":"10.1093/noajnl/vdaa012","title":"Incidence trends in pediatric central nervous system tumors in Canada: a 15 years report from Cancer and Young People in Canada (CYP-C) registry","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université Laval","funders":"Canadian Institutes of Health Research; Pediatric Oncology Group of Ontario; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Incidence (geometry); Cancer registry; Cancer; Glioma; Pediatrics; Pediatric cancer; Brain tumor; Internal medicine; Pathology","authors":[{"name":"Valérie Larouche","is_ca":true},{"name":"Annie-Kim Toupin","is_ca":true},{"name":"Benoît Lalonde","is_ca":true},{"name":"David Simonyan","is_ca":true},{"name":"Nada Jabado","is_ca":false},{"name":"Sébastien Perreault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01013450870019465,"gpt":0.2485507329722742,"spread":0.2384162242720796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000578673,0.0001895484,0.0006232812,0.0001276643,0.00002347881,0.000006293217,0.0001038945,0.0000612244,0.00002383098],"category_scores_gemma":[0.0001641289,0.0001851813,0.00002480055,0.0006729242,0.00002528516,0.00009005431,0.00005386388,0.0003254255,4.640149e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003567276,"about_ca_system_score_gemma":0.006061833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9991785,"about_ca_topic_score_gemma":0.9999838,"domain_scores_codex":[0.9981293,0.0000862431,0.0005289899,0.0005450397,0.0002692295,0.0004412092],"domain_scores_gemma":[0.9991121,0.000213326,0.000225856,0.000180305,0.00002031759,0.000248111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001125019,0.00004277003,0.9378001,0.00006064505,0.000007506757,0.05604892,0.0003154491,0.0006777871,0.00009171956,0.00000200456,0.0008919832,0.003948615],"study_design_scores_gemma":[0.001698633,0.00009335179,0.9946661,0.00006969104,0.0000454547,0.0004685224,0.001235191,0.0004103547,0.00009909268,0.00000169745,0.001077827,0.0001340985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907018,0.005043412,2.333966e-7,0.003161442,0.0005802469,0.0002386864,0.00005549691,0.00001325362,0.0002054282],"genre_scores_gemma":[0.9981796,0.0008713191,0.0000424714,0.0005924264,0.0001393198,0.0001266684,0.0000261475,0.00001664358,0.000005409003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05686599,"threshold_uncertainty_score":0.9995729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3176048796","doi":"10.1093/noajnl/vdab083","title":"Predictors of survival in elderly patients undergoing surgery for glioblastoma","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Incidence (geometry); Glioblastoma; Comorbidity; Complication; Surgery; Internal medicine","authors":[{"name":"Mathew Voisin","is_ca":true},{"name":"Sanskriti Sasikumar","is_ca":true},{"name":"Gelareh Zadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01619292168087715,"gpt":0.2872117687073255,"spread":0.2710188470264484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001073286,0.0001300272,0.0005267509,0.0001464207,0.00003629213,0.00000371045,0.00004103127,0.0000903365,0.00002683522],"category_scores_gemma":[0.001332919,0.0001168846,0.0001355583,0.0002525991,0.00006652186,0.00009410139,0.00002903549,0.00008655064,0.000002790882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007776724,"about_ca_system_score_gemma":0.0003416619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004356375,"about_ca_topic_score_gemma":0.0008158423,"domain_scores_codex":[0.9988166,0.00009870572,0.0003750075,0.0002996391,0.0001596832,0.0002503432],"domain_scores_gemma":[0.9956951,0.003756475,0.000152201,0.0001637863,0.0001584538,0.00007402696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000468367,0.001339167,0.9777821,0.0001620912,0.00005713698,0.000274248,0.00006919795,0.0000454581,0.002641051,0.00008651412,0.0004459991,0.01662865],"study_design_scores_gemma":[0.01191953,0.007223779,0.8193012,0.000336624,0.0002359295,0.00006725133,0.0004318177,0.00003822795,0.1119545,0.0004501064,0.0477948,0.0002461859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961368,0.001030844,0.00002037031,0.0006823664,0.001231538,0.0003458234,0.000023668,0.00002339522,0.0005052058],"genre_scores_gemma":[0.9984357,0.0007670218,0.0003434407,0.0002052484,0.00007783918,0.0001046381,0.00003422247,0.00001795431,0.00001393674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1584809,"threshold_uncertainty_score":0.4766416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3041060119","doi":"10.1093/noajnl/vdaa086","title":"How to live with a meningioma: experiences, symptoms, and challenges reported by patients","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; University of Alberta; Princess Margaret Cancer Centre; Toronto Western Hospital; University of Toronto","funders":"Brain Tumour Charity; Canadian Institutes of Health Research; Neurosurgery Research and Education Foundation","keywords":"Medicine; Meningioma; Quality of life (healthcare); Disease; Internal medicine; Surgery; Nursing","authors":[{"name":"Farshad Nassiri","is_ca":true},{"name":"Suganth Suppiah","is_ca":true},{"name":"Justin Z. Wang","is_ca":true},{"name":"Jetan H. Badhiwala","is_ca":true},{"name":"Kyle Juraschka","is_ca":true},{"name":"Ying Meng","is_ca":true},{"name":"Romina Nejad","is_ca":true},{"name":"Karolyn Au","is_ca":true},{"name":"Nicole E. Willmarth","is_ca":false},{"name":"Michael D. Cusimano","is_ca":true},{"name":"Gelareh Zadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02891755741695589,"gpt":0.2651604043720627,"spread":0.2362428469551068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000700972,0.0002104886,0.0004072498,0.00006572479,0.0000990882,0.00002642073,0.0001027679,0.00006982766,0.00002422564],"category_scores_gemma":[0.0002799578,0.00016079,0.00002901575,0.0001811238,0.0001314765,0.0002054177,0.0001015533,0.0001421836,0.000007844546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002979692,"about_ca_system_score_gemma":0.00003616495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001903818,"about_ca_topic_score_gemma":0.000003181745,"domain_scores_codex":[0.9984862,0.00006941277,0.0002235533,0.0006385196,0.0002832262,0.0002990617],"domain_scores_gemma":[0.999093,0.0001092344,0.0001575939,0.0001930124,0.00008895036,0.0003582107],"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":[0.01194865,0.002258835,0.1861309,0.001674776,0.001312337,0.02985105,0.2469023,0.00002770324,0.04862481,0.0009776822,0.04950404,0.4207869],"study_design_scores_gemma":[0.003913241,0.01874845,0.007762021,0.00006985989,0.0001966777,0.0005019347,0.02270511,0.00006195123,0.003379193,0.0000177297,0.9422385,0.0004054099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648355,0.00590921,0.00006950083,0.02625587,0.000158247,0.0006907113,0.000003260253,0.0001127509,0.00196499],"genre_scores_gemma":[0.9956563,0.0003708834,0.001626503,0.001871819,0.00008975222,0.0002408998,0.0000131585,0.00002021345,0.0001104732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8927344,"threshold_uncertainty_score":0.6556826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294795930","doi":"10.1093/noajnl/vdac141","title":"Radiomics as an emerging tool in the management of brain metastases","year":2022,"lang":"en","type":"review","venue":"Neuro-Oncology Advances","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Neurological Institute and Hospital; University of Calgary; McGill University Health Centre; McGill University","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Health Canada; Government of Canada; Fondation Brain Canada","keywords":"Radiomics; Medicine; Magnetic resonance imaging; Radiogenomics; Radiation therapy; Radiology; Medical imaging","authors":[{"name":"Alexander Nowakowski","is_ca":true},{"name":"Zubin Lahijanian","is_ca":true},{"name":"Valérie Panet-Raymond","is_ca":true},{"name":"Peter M. Siegel","is_ca":true},{"name":"Kevin Petrecca","is_ca":true},{"name":"Farhad Maleki","is_ca":true},{"name":"Matthew Dankner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04012343667068052,"gpt":0.411976762779281,"spread":0.3718533261086004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001777632,0.0003425664,0.001673274,0.0003395323,0.0001233747,0.00001393843,0.0006260081,0.0001128294,0.0003112027],"category_scores_gemma":[0.0005099888,0.0002345038,0.000323353,0.0006103826,0.0002198706,0.0001131896,0.0001760453,0.001471426,0.000006906395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383621,"about_ca_system_score_gemma":0.0002439256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001276957,"about_ca_topic_score_gemma":0.000003545826,"domain_scores_codex":[0.9965958,0.001222979,0.0008325574,0.000550181,0.0004356182,0.0003628781],"domain_scores_gemma":[0.9970632,0.001752374,0.0005238682,0.0005803656,0.00001563767,0.00006456993],"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":[0.00003796681,0.0002352723,0.0000177024,0.00675204,0.0001421387,0.001754253,0.0001748048,0.00004913184,0.000004914163,0.002292506,0.0004262622,0.988113],"study_design_scores_gemma":[0.0007060049,0.0006318653,0.000007823773,0.0009699147,0.001117375,0.001115295,0.0004994632,0.00008922951,9.957558e-7,0.0003353802,0.994348,0.0001786312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004517936,0.9923899,0.00008110302,0.001592534,0.0007125274,0.001156089,0.00001435977,0.0000375833,0.003564117],"genre_scores_gemma":[0.00004300772,0.9937179,0.002648634,0.002866621,0.0001699227,0.0002744374,0.0001438974,0.00005466652,0.00008087829],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9939218,"threshold_uncertainty_score":0.9562789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3206577343","doi":"10.1093/noajnl/vdab153","title":"Impact of lymphopenia on survival for elderly patients with glioblastoma: A secondary analysis of the CCTG CE.6 (EORTC 26062-22061, TROG08.02) randomized clinical trial","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of Toronto; Princess Margaret Cancer Centre; Queen's University","funders":"","keywords":"Internal medicine; Medicine; Hazard ratio; Proportional hazards model; Oncology; Temozolomide; Confidence interval; Radiation therapy; Survival analysis; Gastroenterology","authors":[{"name":"Andrew Song","is_ca":false},{"name":"Keyue Ding","is_ca":true},{"name":"Iyad Alnahhas","is_ca":false},{"name":"Normand Laperrière","is_ca":true},{"name":"James Perry","is_ca":true},{"name":"Warren Mason","is_ca":true},{"name":"Chad Winch","is_ca":true},{"name":"Chris J. O’Callaghan","is_ca":true},{"name":"Johan Menten","is_ca":false},{"name":"Alba A. Brandes","is_ca":false},{"name":"Claire Phillips","is_ca":false},{"name":"Michael Fay","is_ca":false},{"name":"Ryo Nishikawa","is_ca":false},{"name":"David Osoba","is_ca":false},{"name":"J. Gregory Cairncross","is_ca":true},{"name":"Wilson Roa","is_ca":false},{"name":"Wolfgang Wick","is_ca":false},{"name":"Wenyin Shi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01720892540449744,"gpt":0.3571776656618461,"spread":0.3399687402573487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001360826,0.0003394284,0.002577354,0.0002775815,0.0001070134,0.000009508827,0.0002983917,0.0002565469,0.0002711188],"category_scores_gemma":[0.005024677,0.0002036156,0.002174742,0.0009549354,0.0009220802,0.0001293796,0.0001022984,0.0003079267,0.000001833473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331897,"about_ca_system_score_gemma":0.001644303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006434892,"about_ca_topic_score_gemma":0.00009109506,"domain_scores_codex":[0.9949988,0.001933487,0.001487774,0.0006491654,0.0005486372,0.0003821923],"domain_scores_gemma":[0.9899005,0.007175876,0.001267985,0.0007451889,0.0007279625,0.0001825305],"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":[0.7612882,0.002681709,0.2107012,0.0000962329,0.005356202,0.00004306218,0.00007052899,0.00006832893,0.0004359389,0.00003497767,0.0001890555,0.01903457],"study_design_scores_gemma":[0.7564189,0.01452598,0.2138651,0.00008636901,0.01009403,0.000007869787,0.00007198889,0.0002475609,0.00342691,0.0001078981,0.0009088341,0.0002384695],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943765,0.0003802289,0.00005747866,0.0001947436,0.001182329,0.002749453,0.0002578377,0.00003038293,0.0007710408],"genre_scores_gemma":[0.9984168,0.0001068372,0.0005822085,0.0002767268,0.0001668385,0.0003057986,0.00007646361,0.00003819123,0.00003014891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0187961,"threshold_uncertainty_score":0.8303204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206461547","doi":"10.1093/noajnl/vdac001","title":"Integrating morphologic and molecular histopathological features through whole slide image registration and deep learning","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"AI in cancer detection","field":"Computer Science","cited_by":16,"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 of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Princess Margaret Cancer Foundation","keywords":"Workflow; Digital pathology; Scale-invariant feature transform; Computer science; Artificial intelligence; ATRX; Pathology; Pipeline (software); Deep learning; Pattern recognition (psychology); Feature extraction; Biology; Medicine; Database","authors":[{"name":"Kevin Faust","is_ca":true},{"name":"Michael Kyung Ik Lee","is_ca":true},{"name":"Anglin Dent","is_ca":true},{"name":"Clare Fiala","is_ca":true},{"name":"Alessia Portante","is_ca":true},{"name":"Madhumitha Rabindranath","is_ca":true},{"name":"Noor Alsafwani","is_ca":true},{"name":"Andrew Gao","is_ca":true},{"name":"Ugljesa Djuric","is_ca":true},{"name":"Phedias Diamandis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0101506632032242,"gpt":0.2726875042782666,"spread":0.2625368410750424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003498854,0.0001584475,0.000209392,0.00006104439,0.0006461671,0.00007348446,0.0003129717,0.00007639472,0.00001020194],"category_scores_gemma":[0.0003616213,0.0001499349,0.00003176112,0.0002322976,0.0002542258,0.0006651554,0.0004745612,0.0007592466,0.000001744089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355795,"about_ca_system_score_gemma":0.00003433256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009749081,"about_ca_topic_score_gemma":0.00001696363,"domain_scores_codex":[0.9981361,0.0005696652,0.000208885,0.0006527274,0.0001910393,0.0002415695],"domain_scores_gemma":[0.9991301,0.0003459349,0.0002298753,0.0002130307,0.00003762654,0.00004337612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008996793,0.00007417105,0.001907072,0.00002793236,0.000008039276,0.001424137,0.00230091,0.003062939,0.6225389,0.01638733,0.0004472136,0.3517314],"study_design_scores_gemma":[0.002369412,0.01140621,0.00921246,0.00002565739,0.00006854595,0.01358052,0.00388333,0.03931309,0.03672052,0.1234232,0.7586634,0.001333667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3353715,0.01600193,0.6301371,0.007949248,0.001557334,0.0005073406,0.000003645501,0.0006232767,0.007848611],"genre_scores_gemma":[0.8610237,0.0006914884,0.1352621,0.002668001,0.00007178493,0.0001690333,0.000004861967,0.00001530839,0.00009378254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7582161,"threshold_uncertainty_score":0.611417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309417209","doi":"10.1093/noajnl/vdac174","title":"Upfront BRAF/MEK inhibitors for treatment of high-grade glioma: A case report and review of the literature","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; CancerCare Manitoba; McGill University; Centre Hospitalier de l’Université de Montréal; Université Laval; Université de Montréal; Montreal Children's Hospital; Izaak Walton Killam Health Centre; Centre hospitalier universitaire de Québec; University of Manitoba; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Dabrafenib; Trametinib; Medicine; Pleomorphic xanthoastrocytoma; Oncology; Context (archaeology); Internal medicine; MEK inhibitor; Glioma; Clinical trial; Targeted therapy; Vemurafenib; Cancer research; Cancer; MAPK/ERK pathway; Astrocytoma; Metastatic melanoma; Biology; Kinase","authors":[{"name":"Gabrielle Arbour","is_ca":true},{"name":"Benjamin Ellezam","is_ca":true},{"name":"Alexander G. Weil","is_ca":true},{"name":"Romain Cayrol","is_ca":true},{"name":"Magimairajan Vanan","is_ca":true},{"name":"Hallie Coltin","is_ca":true},{"name":"Valérie Larouche","is_ca":true},{"name":"Craig Erker","is_ca":true},{"name":"Nada Jabado","is_ca":true},{"name":"Sébastien Perreault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01477446651615667,"gpt":0.3108484129247586,"spread":0.296073946408602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001293341,0.0001604656,0.000621439,0.00007552879,0.0001413784,0.000002576781,0.00005215995,0.00004439764,0.00002664448],"category_scores_gemma":[0.0001829242,0.00009660064,0.0001888122,0.0002804425,0.0001252926,0.00004479615,0.00006026859,0.00007213875,1.315511e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001270751,"about_ca_system_score_gemma":0.000119269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003878884,"about_ca_topic_score_gemma":0.00003631704,"domain_scores_codex":[0.9987893,0.0001369563,0.0004430135,0.0003099834,0.0001669641,0.0001537509],"domain_scores_gemma":[0.9986852,0.000411846,0.0004145624,0.0003375455,0.00008898014,0.00006184127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002763705,0.02167081,0.07218428,0.01570357,0.001489904,0.5388018,0.004108816,0.0001388569,0.08773988,0.001997436,0.02813122,0.2252697],"study_design_scores_gemma":[0.01062411,0.01561153,0.003585077,0.0015374,0.001704823,0.2928125,0.0004755385,0.00001045629,0.1097979,0.0005205092,0.5630946,0.0002255698],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8259438,0.1652896,0.000001094918,0.006480749,0.0005500386,0.001483654,0.0001748652,0.00001282558,0.00006338778],"genre_scores_gemma":[0.9819388,0.01564837,0.0005769046,0.0006877101,0.0000827082,0.0009592188,0.000048434,0.00001725102,0.00004060075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5349634,"threshold_uncertainty_score":0.393926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3132318115","doi":"10.1093/noajnl/vdab035","title":"The state of neuro-oncology during the COVID-19 pandemic: a worldwide assessment","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"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 Institutes of Health; Cancer Prevention and Research Institute of Texas; Doris Duke Charitable Foundation","keywords":"Preparedness; Pandemic; Medicine; Psychosocial; Anxiety; Salary; Family medicine; Clinical trial; Coronavirus disease 2019 (COVID-19); Internal medicine; Psychiatry; Disease","authors":[{"name":"Maciej M. Mrugała","is_ca":false},{"name":"Quinn T. Ostrom","is_ca":false},{"name":"Shelley M. Pressley","is_ca":false},{"name":"Jennie Taylor","is_ca":false},{"name":"Alissa A. Thomas","is_ca":false},{"name":"Jeffrey S. Wefel","is_ca":false},{"name":"Scott Coven","is_ca":false},{"name":"Alvina Acquaye","is_ca":false},{"name":"Chas Haynes","is_ca":false},{"name":"Sameer Agnihotri","is_ca":false},{"name":"Michael Lim","is_ca":false},{"name":"Katherine B. Peters","is_ca":false},{"name":"Erik P. Sulman","is_ca":false},{"name":"Joanne Salcido","is_ca":false},{"name":"Nicholas Butowski","is_ca":false},{"name":"Shawn L. Hervey‐Jumper","is_ca":false},{"name":"Alireza Mansouri","is_ca":false},{"name":"Kathy Oliver","is_ca":false},{"name":"Alyx B. Porter","is_ca":false},{"name":"Farshad Nassiri","is_ca":true},{"name":"David Schiff","is_ca":false},{"name":"Erin Dunbar","is_ca":false},{"name":"Monika E. Hegi","is_ca":false},{"name":"Terri S. Armstrong","is_ca":false},{"name":"Martin J. van den Bent","is_ca":false},{"name":"Susan M. Chang","is_ca":false},{"name":"Gelareh Zadeh","is_ca":true},{"name":"Milan G. Chheda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06322109705837042,"gpt":0.4404204316875334,"spread":0.3771993346291629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001074587,0.0002857372,0.0007443038,0.0001189041,0.0006955024,0.00002570402,0.0003634631,0.0001492705,0.0001029597],"category_scores_gemma":[0.006761773,0.0001750939,0.000190971,0.0005728767,0.0007027268,0.0001404618,0.0002763834,0.001148955,0.00001388415],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008749322,"about_ca_system_score_gemma":0.00586452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000104454,"about_ca_topic_score_gemma":0.003369482,"domain_scores_codex":[0.9961605,0.001207055,0.0008129734,0.0005903267,0.0004561865,0.0007729752],"domain_scores_gemma":[0.9839553,0.01394769,0.0005295449,0.000783612,0.0002948295,0.0004890754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003884666,0.0008494484,0.3836719,0.001263723,0.0002875034,0.005493307,0.003510968,0.001865832,0.3110852,0.001036535,0.006044605,0.2810063],"study_design_scores_gemma":[0.002678498,0.001230291,0.0553387,0.00002726468,0.0001062959,0.001912853,0.0007161636,0.0000781129,0.002996154,0.001475347,0.9332913,0.0001490776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7443057,0.008182081,0.0004805215,0.2405192,0.002282201,0.00130351,0.00004284388,0.0001986586,0.002685228],"genre_scores_gemma":[0.8803151,0.01880888,0.0004611789,0.09902438,0.0004320226,0.000180888,0.00001185837,0.00005173876,0.0007139643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9272466,"threshold_uncertainty_score":0.9997713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205390641","doi":"10.1093/noajnl/vdab144","title":"Identification of five important genes to predict glioblastoma subtypes","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research; Terry Fox Research Institute; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Classifier (UML); Gene; Biology; Glioblastoma; Computational biology; Biomarker discovery; Bioinformatics; Artificial intelligence; Cancer research; Computer science; Genetics","authors":[{"name":"Yang Tang","is_ca":true},{"name":"Maleeha Qazi","is_ca":true},{"name":"Kevin R. Brown","is_ca":true},{"name":"Nicholas Mikolajewicz","is_ca":true},{"name":"Jason Moffat","is_ca":true},{"name":"Sheila K. Singh","is_ca":true},{"name":"Paul D. McNicholas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009800552464331124,"gpt":0.2966037787911781,"spread":0.2868032263268469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008991686,0.0001193114,0.00033756,0.00009807774,0.00004943587,0.000006359095,0.00006711407,0.00006926858,0.00008260777],"category_scores_gemma":[0.0003591,0.0001014695,0.00008539153,0.0002898039,0.00006904935,0.00008062358,0.00004693952,0.00007241352,0.00003501442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004910108,"about_ca_system_score_gemma":0.0001510378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005557641,"about_ca_topic_score_gemma":0.0001132377,"domain_scores_codex":[0.9988205,0.00006029786,0.0004216369,0.0003429558,0.0001788679,0.0001757605],"domain_scores_gemma":[0.998948,0.0002377933,0.0001902316,0.0002870056,0.000224589,0.0001124118],"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":[0.0003725609,0.0007920253,0.1465446,0.00006535096,0.00008826134,0.001150742,0.0001868061,0.000151693,0.8231924,0.0002456321,0.00103836,0.02617155],"study_design_scores_gemma":[0.001072149,0.0013475,0.06979983,0.00003164295,0.0001599201,0.000291373,0.0002201682,0.00006490999,0.872743,0.0001713495,0.05401986,0.00007825936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903553,0.005601743,0.00003428595,0.002745452,0.000526051,0.0003153652,0.00003151296,0.00004079512,0.0003495011],"genre_scores_gemma":[0.9967066,0.001806428,0.000559486,0.0005851942,0.0001061878,0.0001054968,0.00001640301,0.0000142103,0.0001000176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07674479,"threshold_uncertainty_score":0.4137805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994034345","doi":"10.1093/noajnl/vdz048","title":"Proceedings of the Comprehensive Oncology Network Evaluating Rare CNS Tumors (NCI-CONNECT) Oligodendroglioma Workshop","year":2019,"lang":"en","type":"review","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":14,"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":"Cancer Moonshot; Moonshot Research and Development Program; National Cancer Institute; National Institutes of Health","keywords":"Oligodendroglioma; Medicine; Medical physics; Oncology; Internal medicine; Glioma; Cancer research; Astrocytoma","authors":[{"name":"Marta Peñas-Prado","is_ca":false},{"name":"Jing Wu","is_ca":false},{"name":"Daniel P. Cahill","is_ca":false},{"name":"Daniel J. Brat","is_ca":false},{"name":"J Costello","is_ca":false},{"name":"Paul G. Kluetz","is_ca":false},{"name":"J. Gregory Cairncross","is_ca":true},{"name":"Martin J. van den Bent","is_ca":false},{"name":"Roel G.W. Verhaak","is_ca":false},{"name":"Orwa Aboud","is_ca":false},{"name":"Peter C. Burger","is_ca":false},{"name":"Susan M. Chang","is_ca":false},{"name":"Christine Cordova","is_ca":false},{"name":"Raymond Y. Huang","is_ca":false},{"name":"Lindsay Rowe","is_ca":false},{"name":"Martin Taphoorn","is_ca":false},{"name":"Mark R. Gilbert","is_ca":false},{"name":"Terri S. Armstrong","is_ca":false},{"name":"David Aarons","is_ca":false},{"name":"Kevin Camphausen","is_ca":false},{"name":"Elizabeth B. Claus","is_ca":false},{"name":"Brittany Cordeiro","is_ca":false},{"name":"François Ducray","is_ca":false},{"name":"Dominique Figarella-Branger","is_ca":false},{"name":"Pim J. French","is_ca":false},{"name":"Brock Greene","is_ca":false},{"name":"John D. Heiss","is_ca":false},{"name":"Robert B. Jenkins","is_ca":false},{"name":"Amy K. LeBlanc","is_ca":false},{"name":"Tito R. Mendoza","is_ca":false},{"name":"Kathy Oliver","is_ca":false},{"name":"Martha Quezado","is_ca":false},{"name":"Margarita Raygada","is_ca":false},{"name":"Carlos G. Romo","is_ca":false},{"name":"Larry Rubinstein","is_ca":false},{"name":"Christine Siegel","is_ca":false},{"name":"Joohee Sul","is_ca":false},{"name":"Keisuke Ueki","is_ca":false},{"name":"Michael Weller","is_ca":false},{"name":"Patrick Y. Wen","is_ca":false},{"name":"Nicole E. Willmarth","is_ca":false},{"name":"Ying Yuan","is_ca":false},{"name":"Kareem A. Zaghloul","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09165154973318367,"gpt":0.4063665341287699,"spread":0.3147149843955863,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004097807,0.0009205729,0.005096506,0.0002964245,0.0002673142,0.00002340919,0.0006824885,0.0008482445,0.0001211779],"category_scores_gemma":[0.0009631257,0.0005823231,0.001202863,0.001266315,0.0005153081,0.0001525863,0.0004975973,0.001343663,0.00009987991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006651136,"about_ca_system_score_gemma":0.001432403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006029676,"about_ca_topic_score_gemma":0.00002285788,"domain_scores_codex":[0.9952976,0.0004440825,0.001561088,0.00118381,0.0006017613,0.0009116456],"domain_scores_gemma":[0.9912499,0.004841838,0.002442904,0.0006418265,0.0006083333,0.0002152482],"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":[0.0002141927,0.0007531637,0.001386136,0.01288707,0.0008132959,0.0005463506,0.0002028207,0.0001458629,0.0001835677,0.0005549881,0.006027599,0.976285],"study_design_scores_gemma":[0.002118284,0.002703215,0.0002224077,0.01259524,0.004687028,0.002968912,0.0003007539,0.0000284643,0.0001185518,0.0001209514,0.9737209,0.0004153023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009525226,0.9770876,6.413123e-7,0.0006908371,0.002470917,0.004667564,0.00003771652,0.00009486209,0.005424635],"genre_scores_gemma":[0.001434292,0.9944426,0.0008345076,0.0009725963,0.0009225185,0.001049119,0.00004969599,0.000142729,0.0001519221],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9758697,"threshold_uncertainty_score":0.9996628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3213906824","doi":"10.1093/noajnl/vdab158","title":"Reevaluating surgery and re-irradiation for locally recurrent pediatric ependymoma—a multi-institutional study","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":14,"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; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Ependymoma; Medicine; Radiation therapy; Overall survival; Log-rank test; Surgery","authors":[{"name":"David Y. Mak","is_ca":true},{"name":"Normand Laperrière","is_ca":true},{"name":"Vijay Ramaswamy","is_ca":true},{"name":"Éric Bouffet","is_ca":true},{"name":"Jeffrey C. Murray","is_ca":false},{"name":"Rene McNall‐Knapp","is_ca":false},{"name":"Kevin Bielamowicz","is_ca":false},{"name":"Arnold C. Paulino","is_ca":false},{"name":"Wafik Zaky","is_ca":false},{"name":"Susan L. McGovern","is_ca":false},{"name":"M. Fatih Okcu","is_ca":false},{"name":"Uri Tabori","is_ca":true},{"name":"Doaa Atwi","is_ca":false},{"name":"Peter B. Dirks","is_ca":true},{"name":"Michael D. Taylor","is_ca":true},{"name":"Derek S. Tsang","is_ca":true},{"name":"Abhishek Bavle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0669819608919906,"gpt":0.3721093351028315,"spread":0.3051273742108409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003902196,0.0001711911,0.0004264817,0.0001277891,0.0002332996,0.00001624968,0.00003406742,0.00007647528,0.00003426308],"category_scores_gemma":[0.001983358,0.0001424331,0.0001022202,0.0002163732,0.00005452158,0.0001377634,0.00004088601,0.0001330723,0.000008088819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149743,"about_ca_system_score_gemma":0.000462727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004303196,"about_ca_topic_score_gemma":0.0001660945,"domain_scores_codex":[0.9984978,0.0001809997,0.0003762231,0.0004872926,0.0002220491,0.0002356086],"domain_scores_gemma":[0.9973639,0.001947649,0.0001719268,0.0001664984,0.0002331304,0.0001169547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003514304,0.003656599,0.8352897,0.0001467416,0.00009350384,0.001655431,0.0002768296,0.0002029026,0.001194938,0.0001132892,0.0008234587,0.1561952],"study_design_scores_gemma":[0.01196782,0.003677325,0.9528874,0.00006829385,0.001027689,0.0008105369,0.0009472129,0.002271136,0.002070023,0.0002036662,0.02374259,0.0003263389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986158,0.009326993,0.0003327677,0.001795216,0.001122269,0.001072083,0.0000196256,0.00004783852,0.0001252354],"genre_scores_gemma":[0.9928021,0.001502359,0.004274369,0.0004905599,0.0003608075,0.0004698232,0.00007249388,0.00001559284,0.00001182898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1558688,"threshold_uncertainty_score":0.5808253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122174162","doi":"10.1093/noajnl/vdaa179","title":"Artificial Intelligence, Radiomics, and Deep Learning in Neuro-Oncology","year":2020,"lang":"en","type":"editorial","venue":"Neuro-Oncology Advances","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Brain Institute; Princess Margaret Cancer Centre; Toronto Western Hospital; University Health Network","funders":"Deutsche Forschungsgemeinschaft","keywords":"Radiomics; Artificial intelligence; Deep learning; Computer science; Medicine","authors":[{"name":"Norbert Galldiks","is_ca":false},{"name":"Gelareh Zadeh","is_ca":true},{"name":"Philipp Lohmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01374843904333573,"gpt":0.329503696663984,"spread":0.3157552576206483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0009411162,0.0006722265,0.002017525,0.0005717654,0.0002227589,0.00006191419,0.000440174,0.001445676,0.00009086217],"category_scores_gemma":[0.0210867,0.0006615733,0.0001968563,0.000536863,0.0009458826,0.0001942627,0.0003313132,0.008609856,0.00006029632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003848146,"about_ca_system_score_gemma":0.001025557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003678681,"about_ca_topic_score_gemma":0.0001048581,"domain_scores_codex":[0.9949028,0.0008137078,0.001272171,0.001486878,0.0006412928,0.0008831843],"domain_scores_gemma":[0.9908516,0.007440836,0.0006683053,0.0003372874,0.0001616175,0.0005403062],"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":[0.001637904,0.0003228791,0.002969432,0.000526213,0.00009076283,0.005671075,0.0009224088,0.0008267838,0.005133667,0.0003164379,0.1221723,0.8594101],"study_design_scores_gemma":[0.0009138383,0.00273188,0.00008569984,0.000104533,0.0002249297,0.0003016054,0.0002845267,0.01018856,0.0001802625,0.00120942,0.9833141,0.0004606626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.005222066,0.01450658,0.003286474,0.02649687,0.9425834,0.001455129,0.00002479615,0.0005214196,0.005903203],"genre_scores_gemma":[0.01906445,0.04503287,0.0092627,0.008767779,0.9164641,0.0002225675,0.0005455529,0.000427882,0.0002120363],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.8611418,"threshold_uncertainty_score":0.9998506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367184327","doi":"10.1093/noajnl/vdad052","title":"Embryonal tumor with multilayered rosettes: Overview of diagnosis and therapy","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; SickKids Foundation; Izaak Walton Killam Health Centre; Dalhousie University; Hospital for Sick Children","funders":"NIHR Great Ormond Street Hospital Biomedical Research Centre; Medical Research Council; CHILDREN with CANCER UK; Great Ormond Street Institute of Child Health; National Institute for Health and Care Research; Brain Tumour Charity; Department of Health and Social Care; Cancer Research UK; Wellcome Trust","keywords":"Biology; Nanotechnology; Materials science","authors":[{"name":"Karan R. Chadda","is_ca":false},{"name":"Palma Solano‐Páez","is_ca":false},{"name":"Sara Khan","is_ca":true},{"name":"M. Llempén-López","is_ca":false},{"name":"Poe Phyu","is_ca":false},{"name":"Gail Horan","is_ca":false},{"name":"Jamie Trotman","is_ca":false},{"name":"Patrick Tarpey","is_ca":false},{"name":"Craig Erker","is_ca":true},{"name":"Holly Lindsay","is_ca":false},{"name":"Dilys Addy","is_ca":false},{"name":"Thomas S. Jacques","is_ca":false},{"name":"Kieren Allinson","is_ca":false},{"name":"Barry Pizer","is_ca":false},{"name":"Annie Huang","is_ca":true},{"name":"Matthew J. Murray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02236384542756268,"gpt":0.3056602949421006,"spread":0.2832964495145379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006785011,0.0001276433,0.0001959616,0.00004080965,0.00005650252,0.000004377439,0.0001065798,0.0000748883,0.00001297624],"category_scores_gemma":[0.00003921532,0.00008924341,0.00004620811,0.000158884,0.0002264757,0.000006406008,0.00004805229,0.00009561663,0.000004164466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005170089,"about_ca_system_score_gemma":0.00006495935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005588352,"about_ca_topic_score_gemma":0.00001818512,"domain_scores_codex":[0.9992216,0.00006410982,0.0001500909,0.0002912388,0.00008784142,0.0001851047],"domain_scores_gemma":[0.9995738,0.00008538261,0.0001091373,0.0001355153,0.00004293887,0.00005326968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009222189,0.0001259157,0.04469528,0.0001080636,0.0001510982,0.0001144024,0.00008177608,0.001422315,0.8346144,0.00003760641,0.002540369,0.1151865],"study_design_scores_gemma":[0.001930454,0.002653832,0.01249122,0.00004983781,0.00002498849,0.0000932151,0.0001030005,0.00006273471,0.4088532,0.00009258222,0.5734258,0.0002191723],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974683,0.02404757,0.000006678394,0.0005046796,0.0001706592,0.0001792928,0.0000220455,0.00002106965,0.000365036],"genre_scores_gemma":[0.873981,0.1242643,0.0001822083,0.001231294,0.00009303458,0.0001134287,0.00002123206,0.00001981408,0.00009368111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5708854,"threshold_uncertainty_score":0.3639241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947519775","doi":"10.1093/noajnl/vdz006","title":"Efficacy of ruthenium coordination complex–based Rutherrin in a preclinical rat glioblastoma model","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"Ministero dello Sviluppo Economico; University of Toronto; Ontario Ministry of Health and Long-Term Care; Government of Ontario; University Health Network","keywords":"Photodynamic therapy; In vivo; Protoporphyrin IX; Glioma; Photosensitizer; Tolerability; Cancer research; Magnetic resonance imaging; Medicine; Pathology; Infiltration (HVAC); Chemistry; Biology; Radiology; Materials science","authors":[{"name":"Manjunatha Ankathatti Munegowda","is_ca":false},{"name":"Carl Fisher","is_ca":true},{"name":"Daniel Molehuis","is_ca":true},{"name":"Warren D. Foltz","is_ca":true},{"name":"Mark Roufaiel","is_ca":false},{"name":"Jay Bassan","is_ca":true},{"name":"Mark Nitz","is_ca":true},{"name":"Arkady Mandel","is_ca":false},{"name":"Lothar Lilge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03993296098278661,"gpt":0.3943586746101443,"spread":0.3544257136273578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004207767,0.0001865585,0.0007122302,0.0002528096,0.00003713162,0.000003880924,0.0002027769,0.0001357304,0.0001202476],"category_scores_gemma":[0.0008095126,0.0001586819,0.000120059,0.0003261984,0.0003482527,0.0001150392,0.00008363209,0.0004335257,0.00003183446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001408322,"about_ca_system_score_gemma":0.0002769829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000729245,"about_ca_topic_score_gemma":0.000106801,"domain_scores_codex":[0.9981136,0.0002716302,0.0005108468,0.0004249182,0.0003187599,0.0003602005],"domain_scores_gemma":[0.9972329,0.001985966,0.0002013692,0.0003534686,0.0001360268,0.00009022662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01652873,0.001736711,0.02525853,0.0002243226,0.00006530564,0.00006199985,0.0004405623,0.01636129,0.9280976,0.0002381244,0.000319351,0.01066745],"study_design_scores_gemma":[0.06126653,0.02157361,0.1031112,0.0004465818,0.000150681,0.00008207456,0.0005448739,0.6742166,0.1040217,0.002033767,0.03180441,0.0007479792],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937967,0.0003425046,0.0002555426,0.002360238,0.0002321282,0.001183113,0.00001372434,0.00006137647,0.001754658],"genre_scores_gemma":[0.9978577,0.0001176564,0.0009518698,0.0007482014,0.00004086859,0.00007683519,0.00001013336,0.00002585364,0.0001708674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8240759,"threshold_uncertainty_score":0.647086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307137698","doi":"10.1093/noajnl/vdac168","title":"Adolescent and young adult glioma: systematic review of demographic, disease, and treatment influences on survival","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Glioma; Isocitrate dehydrogenase; Radiation therapy; Pathological; Oncology; Young adult; Oligodendroglioma; Cohort; Disease; Internal medicine; Astrocytoma; Biology","authors":[{"name":"Armaan K. Malhotra","is_ca":true},{"name":"Vishwathsen Karthikeyan","is_ca":true},{"name":"Veda Zabih","is_ca":true},{"name":"Alexander Landry","is_ca":true},{"name":"Julie Bennett","is_ca":true},{"name":"Ute Bartels","is_ca":true},{"name":"Paul C. Nathan","is_ca":true},{"name":"Uri Tabori","is_ca":true},{"name":"Cynthia Hawkins","is_ca":true},{"name":"Sunit Das","is_ca":true},{"name":"Sumit Gupta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01396524238134669,"gpt":0.2939761901255473,"spread":0.2800109477442007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001477514,0.0002084904,0.0008339038,0.0001494779,0.0001618989,0.00000564953,0.00006284383,0.00002656436,0.00001815949],"category_scores_gemma":[0.0002451221,0.0001445559,0.0001043855,0.0002446882,0.0001626851,0.00005524666,0.00006233958,0.0001036451,0.00000121451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000876808,"about_ca_system_score_gemma":0.0000636804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001810419,"about_ca_topic_score_gemma":0.00003050342,"domain_scores_codex":[0.9984141,0.0003222882,0.0004070002,0.0003723091,0.0002988626,0.0001854186],"domain_scores_gemma":[0.99885,0.0003970796,0.000258478,0.000251327,0.00007188856,0.0001711849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008812171,0.003322422,0.8524368,0.1342788,0.0004464625,0.001998052,0.0001868923,0.00001496086,0.001583824,0.001368106,0.0001671195,0.003315332],"study_design_scores_gemma":[0.01829071,0.03235151,0.8175591,0.1045135,0.01221138,0.002517066,0.001927802,0.00008644782,0.002950139,0.0006179968,0.005991967,0.0009823628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8083245,0.1875779,3.825643e-7,0.002112878,0.0002439612,0.001538182,0.00003248328,0.00002698073,0.0001427685],"genre_scores_gemma":[0.8903707,0.1073967,0.00003263037,0.001351432,0.00002405796,0.0007949145,0.00001099857,0.00001250314,0.000006064025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08204615,"threshold_uncertainty_score":0.5894819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405387929","doi":"10.1093/noajnl/vdae205","title":"Pediatric brain tumor classification using deep learning on MR images with age fusion","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Engineering Link (Canada)","funders":"Linköpings Universitet; Barncancerfonden; Region Östergötland","keywords":"Artificial intelligence; Medulloblastoma; Magnetic resonance imaging; Brain tumor; Principal component analysis; Deep learning; Pattern recognition (psychology); Computer science; Feature (linguistics); Contrast (vision); Medicine; Nuclear medicine; Radiology; Pathology","authors":[{"name":"Iulian Emil Tampu","is_ca":true},{"name":"Tamara Bianchessi","is_ca":true},{"name":"Ida Blystad","is_ca":false},{"name":"Peter Lundberg","is_ca":false},{"name":"Per Olof Nyman","is_ca":false},{"name":"Anders Eklund","is_ca":true},{"name":"Neda Haj‐Hosseini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03553759199890959,"gpt":0.3162248819851182,"spread":0.2806872899862086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002536974,0.0002306154,0.0002050785,0.0003439366,0.0004815191,0.0001316315,0.0002152245,0.00008859092,0.00008119553],"category_scores_gemma":[0.000984457,0.0001930665,0.0000618941,0.0009334698,0.0002410729,0.0005097309,0.00004000753,0.0007025162,0.0001701779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596786,"about_ca_system_score_gemma":0.0001004945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001932917,"about_ca_topic_score_gemma":0.00001005813,"domain_scores_codex":[0.9976117,0.0005571037,0.0002934817,0.0008725999,0.0003253085,0.0003398129],"domain_scores_gemma":[0.9977363,0.001687331,0.0002043546,0.0002367681,0.00003874199,0.00009649516],"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":[0.0001253555,0.00008170162,0.0006362526,0.00005370339,0.000001913998,0.0004002453,0.0001568441,0.001611807,0.9488258,0.001594384,0.000168089,0.04634389],"study_design_scores_gemma":[0.00150901,0.003413835,0.01466985,0.00009979122,0.0001240755,0.00153114,0.0008144442,0.08546954,0.4681138,0.001328086,0.4219275,0.0009989403],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770474,0.0005849238,0.006767571,0.00378165,0.001936903,0.0005370129,0.000006145735,0.001002667,0.008335756],"genre_scores_gemma":[0.9965027,0.000376437,0.0003876797,0.001907301,0.0003941419,0.00006399306,0.000004184721,0.00004984932,0.0003137069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4807121,"threshold_uncertainty_score":0.7873023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399809563","doi":"10.1093/noajnl/vdae102","title":"An update on central nervous system tumors in germline replication-repair deficiency syndromes","year":2024,"lang":"en","type":"review","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Stand Up To Cancer; Canadian Institutes of Health Research; Hospital for Sick Children; Bristol-Myers Squibb; V Foundation for Cancer Research","keywords":"Germline; Replication (statistics); Medicine; Biology; Cancer research; Neuroscience; Genetics; Virology; Gene","authors":[{"name":"Anirban Das","is_ca":true},{"name":"Ayse B. Ercan","is_ca":true},{"name":"Uri Tabori","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03586293053189306,"gpt":0.3789364404274311,"spread":0.343073509895538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002768956,0.0006465534,0.002436124,0.0006033442,0.00009110213,0.00002730509,0.0002955804,0.0003501992,0.00002907238],"category_scores_gemma":[0.0001636504,0.0004475927,0.0005658361,0.0007543456,0.0001245641,0.0001185881,0.00006525039,0.0007063532,0.0003882789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008502562,"about_ca_system_score_gemma":0.0005399981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000187417,"about_ca_topic_score_gemma":0.000044335,"domain_scores_codex":[0.9960744,0.0003628697,0.001102564,0.001522724,0.0003039883,0.0006334221],"domain_scores_gemma":[0.9975517,0.0004396751,0.0004315452,0.00126322,0.00005371883,0.000260126],"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":[0.00005842459,0.001660564,0.0007471032,0.02142533,0.000145107,0.01521162,0.00004884571,0.00005823999,0.000008757886,0.002827592,0.0009531502,0.9568553],"study_design_scores_gemma":[0.0005744049,0.001971443,0.0005617506,0.01017869,0.00183416,0.004067515,0.00005025208,0.00006901479,0.00001072453,0.00002900229,0.9803196,0.0003335038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004560652,0.9903446,0.000001268386,0.0003908528,0.001210576,0.001958878,0.00009472365,0.0004914459,0.0009469974],"genre_scores_gemma":[0.011529,0.9860794,0.0002271949,0.0003033357,0.0002688711,0.001140205,0.0003221785,0.0001012983,0.00002850584],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9793664,"threshold_uncertainty_score":0.9997976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4365453711","doi":"10.1093/noajnl/vdad032","title":"Characterization of recurrence patterns and outcomes of medulloblastoma in adults: The University of Texas MD Anderson Cancer Center experience","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center; National Institutes of Health","keywords":"Medulloblastoma; Medicine; Radiation therapy; Chemotherapy; Surgery; Single Center; Pediatrics; Internal medicine; Pathology","authors":[{"name":"Timothy A. Gregory","is_ca":false},{"name":"Max Mastall","is_ca":false},{"name":"Heather Lin","is_ca":false},{"name":"Kenneth R. Hess","is_ca":false},{"name":"Ying Yuan","is_ca":false},{"name":"Manuela Martín-Bejarano García","is_ca":false},{"name":"Gregory N. Fuller","is_ca":false},{"name":"Kristin D Alfaro","is_ca":false},{"name":"Maria Gule-Monroe","is_ca":false},{"name":"Jason T. Huse","is_ca":false},{"name":"Soumen Khatua","is_ca":false},{"name":"Ganesh Rao","is_ca":false},{"name":"David I. Sandberg","is_ca":false},{"name":"Jeffrey S. Wefel","is_ca":false},{"name":"D.N. Yeboa","is_ca":false},{"name":"Arnold C. Paulino","is_ca":false},{"name":"Susan L. McGovern","is_ca":false},{"name":"Wafik Zaky","is_ca":false},{"name":"Anita Mahajan","is_ca":false},{"name":"Dima Suki","is_ca":false},{"name":"Shiao‐Pei Weathers","is_ca":false},{"name":"Rebecca A. Harrison","is_ca":true},{"name":"John de Groot","is_ca":false},{"name":"Vinay K. Puduvalli","is_ca":false},{"name":"Marta Peñas-Prado","is_ca":false},{"name":"Nazanin Majd","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01452103506637807,"gpt":0.2915830530731753,"spread":0.2770620180067972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004332292,0.00006760949,0.0002480392,0.0000773666,0.00002019522,6.853801e-7,0.00006067664,0.00003502656,0.00003065473],"category_scores_gemma":[0.00004666023,0.00004778355,0.00002807399,0.0001893228,0.0001793525,0.00007666261,0.00003773919,0.00005111046,6.912103e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002104404,"about_ca_system_score_gemma":0.00002710808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001209761,"about_ca_topic_score_gemma":0.000643502,"domain_scores_codex":[0.9994636,0.00005244797,0.0001503114,0.0001465512,0.00009316629,0.00009391055],"domain_scores_gemma":[0.9994772,0.0001856139,0.0001670449,0.0001002429,0.00004628747,0.00002360362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002027442,0.0001722438,0.9615212,0.00009041673,0.00001438069,0.00002950209,0.002304941,0.000004576657,0.02249834,0.0000121118,0.00001159718,0.01313796],"study_design_scores_gemma":[0.001427933,0.0003554038,0.9665012,0.0001871969,0.00002047189,0.000004666558,0.001433544,0.00004331925,0.02913306,0.000004728328,0.0008572178,0.00003126292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983844,0.000205331,0.000005991078,0.0009575682,0.0001296054,0.0002246674,0.00005438881,0.00000731494,0.00003071344],"genre_scores_gemma":[0.9924737,0.007406935,0.00001534382,0.00007384488,0.000005910199,0.000007225965,0.000009454734,0.000003420276,0.0000042293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0131067,"threshold_uncertainty_score":0.1948556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111168177","doi":"10.1093/noajnl/vdaa136","title":"HER2-targeted therapy prolongs survival in patients with HER2-positive breast cancer and intracranial metastatic disease: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Cancer Care Ontario; University of Toronto","funders":"","keywords":"Medicine; Internal medicine; Oncology; Breast cancer; Hazard ratio; Targeted therapy; Metastatic breast cancer; Meta-analysis; Adverse effect; Lapatinib; Confidence interval; Trastuzumab; Cancer","authors":[{"name":"Anders W. Erickson","is_ca":true},{"name":"Farinaz Ghodrati","is_ca":true},{"name":"Steven Habbous","is_ca":true},{"name":"Katarzyna J. Jerzak","is_ca":true},{"name":"Arjun Sahgal","is_ca":true},{"name":"Manmeet S. Ahluwalia","is_ca":false},{"name":"Sunit Das","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02995894355632487,"gpt":0.3432979182541536,"spread":0.3133389746978287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003988993,0.0008392614,0.01103481,0.0002399227,0.00008121319,0.00002870057,0.0001412815,0.00009786196,0.0001517001],"category_scores_gemma":[0.0001583697,0.0004508417,0.0008357019,0.0009874814,0.0002413126,0.0001485652,0.0000658812,0.0005028005,0.00000382279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001412233,"about_ca_system_score_gemma":0.0003548542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004244686,"about_ca_topic_score_gemma":0.000151457,"domain_scores_codex":[0.995182,0.001868071,0.00107584,0.001067174,0.0004274588,0.0003794364],"domain_scores_gemma":[0.9971424,0.0009470094,0.0009656632,0.000414227,0.0001659031,0.0003647756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009301779,0.001228218,0.002179267,0.6894496,0.2081797,0.002214235,0.00008783461,0.000002476119,4.662324e-8,0.00001529602,0.0000189245,0.09569424],"study_design_scores_gemma":[0.002198691,0.001479221,0.002760938,0.01359971,0.9576199,0.0001874346,0.00001706309,0.000004099731,6.167089e-8,0.000007050463,0.02170173,0.0004240738],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001094775,0.9869354,0.000008561582,0.002231682,0.000051609,0.008851646,0.00177445,0.00003075407,0.000006471775],"genre_scores_gemma":[0.0003210434,0.993951,0.0003456737,0.001775219,0.00002852982,0.003131687,0.0003626521,0.00006893519,0.00001523963],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7494403,"threshold_uncertainty_score":0.9997943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164975864","doi":"10.1093/noajnl/vdab068","title":"Immune cell analysis of pilocytic astrocytomas reveals sexually dimorphic brain region-specific differences in T-cell content","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"National Institute of Neurological Disorders and Stroke; National Cancer Institute","keywords":"Immune system; Sexual dimorphism; Cell; Biology; Brain Cell; Neuroscience; Pathology; Medicine; Immunology; Genetics; Endocrinology","authors":[{"name":"Jie Chen","is_ca":false},{"name":"Namita Sinha","is_ca":true},{"name":"Olivia Cobb","is_ca":false},{"name":"Collin Liu","is_ca":false},{"name":"Ayça Erşen","is_ca":false},{"name":"Joanna J. Phillips","is_ca":false},{"name":"Tarık Tihan","is_ca":false},{"name":"David H. Gutmann","is_ca":false},{"name":"Sonika Dahiya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06789164433037073,"gpt":0.2807813476898789,"spread":0.2128897033595082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002789563,0.0003418064,0.0009559609,0.0006727201,0.000175248,0.00005384806,0.0005060767,0.0001351262,0.0002260572],"category_scores_gemma":[0.0006654261,0.0003348701,0.0002361084,0.001925617,0.0002514999,0.0003669074,0.0001602372,0.0004300691,0.00004205825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007456358,"about_ca_system_score_gemma":0.0001822293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002808049,"about_ca_topic_score_gemma":0.00006846245,"domain_scores_codex":[0.9952928,0.00149053,0.001149513,0.001090406,0.0004941646,0.0004825291],"domain_scores_gemma":[0.9958137,0.002501532,0.0007363146,0.0006501183,0.000157254,0.0001410891],"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":[0.0001389015,0.0003522312,0.003321954,0.00003982184,0.00001056166,0.0006796032,0.0001993248,0.001104222,0.9909649,0.00243054,0.0001135611,0.0006443562],"study_design_scores_gemma":[0.00143561,0.000594764,0.006395681,0.00001424814,0.00007745754,0.00006398164,0.0002011722,0.0008688913,0.9846642,0.0002586227,0.005158737,0.0002666511],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925358,0.000775009,0.001890582,0.002119444,0.0008502666,0.0003792888,0.00002460964,0.00009611473,0.001328937],"genre_scores_gemma":[0.9932467,0.002146844,0.0004061708,0.002972558,0.00005297638,0.00005886374,0.00001259197,0.00003045277,0.001072876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00630074,"threshold_uncertainty_score":0.9999104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4211265501","doi":"10.1093/noajnl/vdac016","title":"Prognostic factors related to overall survival in adolescent and young adults with medulloblastoma: A systematic review","year":2022,"lang":"en","type":"review","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medulloblastoma; Medicine; Internal medicine; Cochrane Library; Oncology; Young adult; Population; Meta-analysis; Radiation therapy; Systematic review; Quality of life (healthcare); MEDLINE; Pediatrics; Pathology; Environmental health","authors":[{"name":"Han Yan","is_ca":true},{"name":"Veda Zabih","is_ca":true},{"name":"Ute Bartels","is_ca":true},{"name":"Sunit Das","is_ca":true},{"name":"Paul C. Nathan","is_ca":true},{"name":"Sumit Gupta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02630432304667951,"gpt":0.326397971064196,"spread":0.3000936480175165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003369609,0.0007167276,0.004960421,0.0003718748,0.00009181548,0.00001451382,0.0001992943,0.0002019604,0.00007665459],"category_scores_gemma":[0.00123795,0.0004470338,0.000274362,0.0007258704,0.00008327672,0.00008478431,0.0001565132,0.0007750305,0.0000233691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005390455,"about_ca_system_score_gemma":0.0003369147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001756606,"about_ca_topic_score_gemma":0.0001939299,"domain_scores_codex":[0.99594,0.0009082865,0.001224496,0.0009618592,0.0004797918,0.0004855844],"domain_scores_gemma":[0.9969881,0.001464577,0.0007036608,0.0004961318,0.00005856124,0.0002889407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001178133,0.000937005,0.007220361,0.9494943,0.000323221,0.003767791,0.0001745272,0.000001511293,3.695652e-7,0.00003039324,0.0001021239,0.03783059],"study_design_scores_gemma":[0.00181891,0.003040169,0.0008015916,0.6400254,0.006020898,0.002093357,0.000120783,0.00000128379,4.396085e-7,0.00000331658,0.3456581,0.0004156515],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002281166,0.9850649,3.631244e-7,0.0002327012,0.0005126228,0.01160719,0.00003610755,0.00007546323,0.0001894644],"genre_scores_gemma":[0.001007403,0.9941531,0.00005110683,0.0003931491,0.00002119041,0.00414158,0.0001233401,0.00008533987,0.00002375369],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.345556,"threshold_uncertainty_score":0.9997981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}