{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"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":"5773a44d62b3","filters":{"venue":"Clinical Neuropathology"}},"results":[{"id":"W2312361600","doi":"10.5414/npp28303","title":"Rapidly recurring folliculostellate cell tumor of the adenohypophysis with the morphology of a spindle cell oncocytoma: case report with electron microscopic studies","year":2009,"lang":"en","type":"article","venue":"Clinical Neuropathology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trillium Health Centre","funders":"","keywords":"Ultrastructure; Oncocytoma; Endocrine system; Pathology; Pituitary gland; Biology; Cell; Anatomy; Medicine; Endocrinology; Immunohistochemistry; Hormone","authors":[{"name":"Claire Coire","is_ca":true},{"name":"Éva Horváth","is_ca":false},{"name":"Harley S. Smyth","is_ca":false},{"name":"K Kovács","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02387957416313538,"gpt":0.3293956558765803,"spread":0.3055160817134449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002912983,0.0002310736,0.0008361453,0.00004790807,0.0001045882,0.00000298687,0.0001563828,0.0000817132,0.000005034025],"category_scores_gemma":[0.0001344307,0.0001037372,0.0002005192,0.0002676281,0.0006225111,0.00002492942,0.00007272363,0.0003890333,0.000004301776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001521952,"about_ca_system_score_gemma":0.0001343429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002310037,"about_ca_topic_score_gemma":0.00002747731,"domain_scores_codex":[0.9980547,0.0003464599,0.000664948,0.0004660028,0.000152844,0.0003150483],"domain_scores_gemma":[0.9980943,0.0003273134,0.0006082347,0.0007490115,0.0001470405,0.00007408902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0062242,0.006500444,0.5552701,0.0003572763,0.0004721226,0.365662,0.0009037713,0.00006954465,0.06184219,0.00003376998,0.0009673539,0.001697259],"study_design_scores_gemma":[0.02201368,0.06442428,0.584299,0.0003019926,0.003491676,0.2061131,0.0009349654,0.00002281188,0.1171437,0.0002697594,0.0004524147,0.0005326128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954825,0.00188098,0.000009513325,0.001183489,0.000122232,0.0005648862,0.00000601354,0.00001827836,0.0007321246],"genre_scores_gemma":[0.9981059,0.0002007694,0.0002760519,0.001063879,0.0000550577,0.00001071225,0.000003388863,0.00002089896,0.0002633238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1595489,"threshold_uncertainty_score":0.4230282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2054452625","doi":"10.5414/npp28460","title":"Malignant transformation of an intraaxial-supratentorial neurenteric cyst – Case report and review of the literature","year":2009,"lang":"en","type":"review","venue":"Clinical Neuropathology","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Malignant transformation; Cyst; Pathology; Anatomy; Spinal cord; Biology; Medicine","authors":[{"name":"Christopher Dunham","is_ca":true},{"name":"Bernadette Curry","is_ca":false},{"name":"Mark Hamilton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05986032222395496,"gpt":0.4089807101324494,"spread":0.3491203879084944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001242029,0.0002791147,0.002215863,0.000132582,0.00004573668,0.000008216816,0.0001736221,0.0003973736,0.00001118641],"category_scores_gemma":[0.001298179,0.000159609,0.000711911,0.0004749063,0.0002949943,0.0001326387,0.00005679204,0.0007525709,0.000002006895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008936776,"about_ca_system_score_gemma":0.000215739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002751158,"about_ca_topic_score_gemma":0.000001052249,"domain_scores_codex":[0.9955052,0.001069002,0.002709847,0.0003628495,0.0001862182,0.000166908],"domain_scores_gemma":[0.9973906,0.0001362412,0.001309082,0.0007960451,0.0002308602,0.0001372312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.00008258456,0.0003859194,0.00000806451,0.1231196,0.00004107087,0.04349583,0.00007284135,3.011741e-8,0.000008945859,0.0002850982,0.0003740781,0.832126],"study_design_scores_gemma":[0.0004339497,0.001579372,0.0002781037,0.05758865,0.002164355,0.48487,0.000003863373,0.000002167262,9.908181e-7,0.00002132106,0.4529402,0.0001170733],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00295634,0.9931567,0.00001635993,0.0003885024,0.001734971,0.001429494,0.000142424,0.00001921874,0.0001560041],"genre_scores_gemma":[0.0002501566,0.9978524,0.00009505286,0.0009762645,0.0004245339,0.00002143595,0.0003297321,0.00002171514,0.00002871007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8320089,"threshold_uncertainty_score":0.6508664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079821367","doi":"10.5414/np300588","title":"Precocious and delayed neocortical synaptogenesis in fetal holoprosencephaly","year":2013,"lang":"en","type":"article","venue":"Clinical Neuropathology","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Synaptogenesis; Synaptophysin; Neuroscience; Biology; Synapse; Neocortex; Cerebral cortex; Hippocampus; Dendritic spine; Anatomy; Hippocampal formation; Immunohistochemistry","authors":[{"name":"Harvey B. Sarnat","is_ca":true},{"name":"Laura Flores‐Sarnat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0273342616556264,"gpt":0.3191608888440778,"spread":0.2918266271884514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002844844,0.0001829139,0.0005533189,0.00008235019,0.00003647226,0.00001225837,0.0001050939,0.0002968481,0.000267874],"category_scores_gemma":[0.002461962,0.00013738,0.0001333991,0.0002007264,0.0006333793,0.00005861924,0.0001513324,0.0006273375,0.0004124738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005280934,"about_ca_system_score_gemma":0.00003318394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002576042,"about_ca_topic_score_gemma":0.000005948079,"domain_scores_codex":[0.9977548,0.0003816292,0.0007120932,0.000625736,0.0001163621,0.0004093521],"domain_scores_gemma":[0.9983656,0.0009233964,0.000101507,0.0002536539,0.00004821287,0.0003076513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004050773,0.0006183864,0.9033633,0.00002346213,0.00001094222,0.001829527,0.00003067878,0.000001650625,0.001757448,0.00009724739,0.0003248359,0.0915374],"study_design_scores_gemma":[0.001532251,0.002793519,0.9926604,0.00000365244,0.00005129071,0.0007907072,0.00001810049,0.0005312872,0.0000111673,0.001066325,0.0004061514,0.0001351529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940106,0.0002908715,0.00008198742,0.003515547,0.0003009373,0.0005426256,0.000002955447,0.00008276478,0.001171765],"genre_scores_gemma":[0.9910485,0.0007407781,0.0004164955,0.007381581,0.0001452107,0.00005318575,0.000005025024,0.00002060706,0.0001885787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09140225,"threshold_uncertainty_score":0.5602193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077463410","doi":"10.5414/np300766","title":"Pleomorphic xanthoastrocytoma: report of two cases with unconventional clinical presentations","year":2014,"lang":"en","type":"article","venue":"Clinical Neuropathology","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":"Capital District Health Authority","funders":"","keywords":"Pleomorphic xanthoastrocytoma; Synaptophysin; Pathology; Neoplasm; Differential diagnosis; Neurofibromatosis; Immunohistochemistry; CD34; Medicine; Biology; Astrocytoma; Glioblastoma; Cancer research","authors":[{"name":"M. Adelita Vizcaíno","is_ca":false},{"name":"Darío V. Caccamo","is_ca":false},{"name":"Ellen Fox","is_ca":true},{"name":"Fausto J. Rodríguez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09650411495704808,"gpt":0.4324983351379517,"spread":0.3359942201809036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001031195,0.000158988,0.0007489745,0.0000815227,0.00005348391,0.000006037804,0.00009040461,0.0001122285,0.0001309971],"category_scores_gemma":[0.003100113,0.0001141658,0.0003240757,0.0001512046,0.0007766373,0.00003467107,0.00007360998,0.000322242,0.00006458582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006063075,"about_ca_system_score_gemma":0.0001319132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001495115,"about_ca_topic_score_gemma":0.00003611782,"domain_scores_codex":[0.9969403,0.0007015541,0.001350232,0.0005499552,0.0002348273,0.0002230923],"domain_scores_gemma":[0.9957526,0.002680442,0.000481972,0.0005923942,0.0002474735,0.0002450765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003410659,0.002328627,0.97421,0.00001601485,0.00007917859,0.01793293,0.000004451515,0.000009863026,0.0001498815,0.001282675,0.00132749,0.002317779],"study_design_scores_gemma":[0.006427068,0.005386131,0.9660234,0.00003931942,0.0004443924,0.01844302,0.000008257899,0.0001171228,0.0002481046,0.0002058258,0.002564622,0.00009276086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957491,0.00003464993,0.0008350985,0.001498941,0.0005534183,0.0003099169,0.00001796517,0.00004919851,0.0009517322],"genre_scores_gemma":[0.9959604,0.0000394092,0.002561057,0.0006889901,0.0004309387,0.00003213273,0.00009594821,0.00002474184,0.0001663386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008186666,"threshold_uncertainty_score":0.4655547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2321018850","doi":"10.5414/npp26288","title":"Hemangiopericytoma of the sella mimicking pituitary adenoma: case report and review of the literature","year":2007,"lang":"en","type":"review","venue":"Clinical Neuropathology","topic":"Soft tissue tumor case studies","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":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Hemangiopericytoma; Sella turcica; Pituitary adenoma; Medicine; Differential diagnosis; Pituitary neoplasm; Pituitary gland; Radiology; Pathology; Lesion; Adenoma; Endocrinology","authors":[{"name":"Jonathan Juco","is_ca":true},{"name":"E Horváth","is_ca":false},{"name":"Harley S. Smyth","is_ca":false},{"name":"Fabio Rotondo","is_ca":false},{"name":"Kálmán Kovács","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1133915590406842,"gpt":0.447434710830084,"spread":0.3340431517893998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002242679,0.0004542145,0.003889222,0.00008966666,0.0000930223,0.000003971541,0.000350465,0.0004123244,0.00001470516],"category_scores_gemma":[0.01073471,0.0002209667,0.001539849,0.0007984636,0.001399499,0.00001742563,0.0008743289,0.001582206,0.000004696066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000237553,"about_ca_system_score_gemma":0.0002581298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002834892,"about_ca_topic_score_gemma":0.000001788786,"domain_scores_codex":[0.9943255,0.001518035,0.002840175,0.0007339179,0.0002866777,0.0002956456],"domain_scores_gemma":[0.9937451,0.00220146,0.001811935,0.001838642,0.0002938542,0.0001089734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002655646,0.0002083017,0.001938869,0.2093571,0.0001989233,0.549239,0.0001145956,7.394308e-9,0.000002418182,0.00002566489,0.003039627,0.2358489],"study_design_scores_gemma":[0.000173207,0.0001903048,0.001189617,0.09164126,0.002443926,0.5414594,0.000007966667,6.6212e-8,0.000001351644,0.000004436454,0.3627782,0.0001101898],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004558432,0.9915513,7.141056e-7,0.0005028802,0.001274978,0.001599999,0.00004305265,0.00002524462,0.0004434295],"genre_scores_gemma":[0.0005704185,0.9964423,0.0001154221,0.001866632,0.0004840517,0.0000228403,0.00001101022,0.00007001944,0.00041735],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3597386,"threshold_uncertainty_score":0.9975983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022237314","doi":"10.5414/np300548","title":"Malignant desmoplastic infantile astrocytoma? A case report and review of the literature","year":2012,"lang":"en","type":"review","venue":"Clinical Neuropathology","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":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Primitive neuroectodermal tumor; Medicine; Vincristine; Etoposide; Astrocytoma; Temozolomide; Carboplatin; Chemotherapy; Neuroectodermal tumor; Ganglioglioma; Pathology; Surgery; Glioblastoma; Sarcoma; Epilepsy; Cisplatin","authors":[{"name":"Khalid Al-Kharazi","is_ca":true},{"name":"Chris Gillis","is_ca":false},{"name":"Paul Steinbok","is_ca":true},{"name":"Christopher Dunham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07808029142860226,"gpt":0.4076914838213421,"spread":0.3296111923927398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009342252,0.0003954183,0.003071505,0.00008131695,0.00005048108,0.00000828187,0.0001307776,0.0004217422,0.00004286436],"category_scores_gemma":[0.002729882,0.0001965213,0.001016723,0.0003275157,0.0003494795,0.00002360848,0.000301726,0.0008357367,0.00002623245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001661107,"about_ca_system_score_gemma":0.0001939466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001094209,"about_ca_topic_score_gemma":0.000001082935,"domain_scores_codex":[0.9960359,0.001059824,0.001856775,0.000595392,0.0001583294,0.0002937543],"domain_scores_gemma":[0.9962136,0.001222115,0.001076566,0.001125204,0.0001284026,0.000234181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001799516,0.0005662168,0.00434126,0.1061358,0.0001208225,0.5629758,0.000008872255,2.652328e-9,4.693577e-7,0.00003290071,0.0007122915,0.3250875],"study_design_scores_gemma":[0.0002413217,0.0003258974,0.001092737,0.07927039,0.004530491,0.5201765,4.178028e-7,8.84809e-8,4.524711e-7,0.000001621623,0.3942791,0.00008103302],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005383492,0.9921025,8.168081e-7,0.0001709203,0.0008898421,0.001262514,0.00007229012,0.00001929369,0.00009833962],"genre_scores_gemma":[0.00115763,0.9973709,0.0001236138,0.0007735748,0.0002805059,0.0001088449,0.00006280715,0.00004864908,0.00007348332],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3935668,"threshold_uncertainty_score":0.8013905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2903244975","doi":"10.5414/np301105","title":"ATRX protein loss and deregulation of PI3K/AKT pathway is frequent in pilocytic astrocytoma with anaplastic features","year":2018,"lang":"en","type":"article","venue":"Clinical Neuropathology","topic":"Glioma Diagnosis and Treatment","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":"Université de Montréal","funders":"","keywords":"ATRX; PTEN; Biology; Cancer research; PI3K/AKT/mTOR pathway; Pilocytic astrocytoma; Anaplastic astrocytoma; Immunohistochemistry; Glioma; Pathology; Astrocytoma; Medicine; Mutation; Genetics; Signal transduction; Gene; Immunology","authors":[{"name":"Adriana Olar","is_ca":false},{"name":"Vidya Mehta","is_ca":false},{"name":"Annekathrin Reinhardt","is_ca":false},{"name":"Jawad Manekia","is_ca":false},{"name":"Maria N. Garnovskaya","is_ca":false},{"name":"Benjamin Ellezam","is_ca":true},{"name":"Rajyalakshmi Luthra","is_ca":false},{"name":"Erik P. Sulman","is_ca":false},{"name":"Carrie Mohila","is_ca":false},{"name":"Gerald A. Campbell","is_ca":false},{"name":"Suzanne Z. Powell","is_ca":false},{"name":"Gregory N. Fuller","is_ca":false},{"name":"Kenneth Aldape","is_ca":false},{"name":"Adekunle M. Adesina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02538442188651946,"gpt":0.3187369380315456,"spread":0.2933525161450261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002232667,0.0001629634,0.000490409,0.0001173077,0.00003233082,0.000006794647,0.00005599298,0.0001322332,0.00004124968],"category_scores_gemma":[0.0003959421,0.0001143716,0.00006119726,0.0001681323,0.0006154213,0.00003298095,0.00005165971,0.0002086257,0.00001884382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002158786,"about_ca_system_score_gemma":0.0000721165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001381605,"about_ca_topic_score_gemma":0.00008795477,"domain_scores_codex":[0.998473,0.0002198812,0.0004935906,0.000444745,0.0001400572,0.0002287152],"domain_scores_gemma":[0.9990098,0.0002764397,0.000164478,0.0003092882,0.0001096192,0.000130402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003536611,0.00150633,0.9592521,0.0001120566,0.0000516775,0.003918102,0.0001715204,0.000004019269,0.01349745,0.0005053797,0.0001288848,0.01731588],"study_design_scores_gemma":[0.004839651,0.01681424,0.9579355,0.000173961,0.00008083632,0.0007843929,0.00001195233,0.00008479723,0.01882243,0.0002196185,0.000137575,0.00009508997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979284,0.0001288915,0.00006296329,0.001059236,0.00009238831,0.0005274299,0.000008848328,0.00002185172,0.0001699277],"genre_scores_gemma":[0.9978814,0.00001965206,0.00131606,0.0005605424,0.0001258136,0.00003233861,0.000006719643,0.00002082535,0.00003662015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01722079,"threshold_uncertainty_score":0.4663939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084042104","doi":"10.5414/np300575","title":"Probable IgG4-related pachymeningitis: a case with transverse sinus obliteration","year":2013,"lang":"en","type":"article","venue":"Clinical Neuropathology","topic":"IgG4-Related and Inflammatory Diseases","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":"University of Toronto","funders":"","keywords":"Meninges; Medicine; IgG4-related disease; Differential diagnosis; Pathology; Sinus (botany); Lesion; Magnetic resonance imaging; Meningioma; Fibrosis; Dura mater; Radiology","authors":[{"name":"Jantima Tanboon","is_ca":false},{"name":"Michelle M. Felicella","is_ca":false},{"name":"Juan M. Bilbao","is_ca":true},{"name":"Todd G. Mainprize","is_ca":true},{"name":"Arie Perry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02007199384533872,"gpt":0.2917140716188204,"spread":0.2716420777734817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002644385,0.0002298677,0.0004868476,0.000105499,0.0001215289,0.00004057442,0.00007429818,0.0002782714,0.0007064955],"category_scores_gemma":[0.0003985508,0.0001718086,0.0001724683,0.0002359457,0.0003873328,0.0002563438,0.00002610322,0.0005932396,0.0008981654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001788205,"about_ca_system_score_gemma":0.0001217838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000101277,"about_ca_topic_score_gemma":0.000003738017,"domain_scores_codex":[0.9977058,0.0004037165,0.0008164216,0.0005378531,0.0001462946,0.0003899371],"domain_scores_gemma":[0.9986182,0.0002115405,0.0001592099,0.0004341583,0.0002058027,0.0003710708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.003101068,0.004704321,0.2368119,0.000487022,0.0004620603,0.6459445,0.00156539,0.0001816555,0.01570978,0.004197955,0.01216885,0.07466552],"study_design_scores_gemma":[0.03702684,0.02630024,0.394335,0.0009644722,0.002758674,0.4980847,0.0008219602,0.006811491,0.001265623,0.001851846,0.02770771,0.002071498],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919294,0.0001495593,0.00006710149,0.001082836,0.0003345284,0.000845033,0.000008625296,0.000264273,0.005318704],"genre_scores_gemma":[0.995905,0.00004409362,0.0004901806,0.001747431,0.0001476933,0.00007077389,0.00004865508,0.00004836031,0.001497774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1575231,"threshold_uncertainty_score":0.9998798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024256369","doi":"10.5414/np300423","title":"Malignant perineurioma (malignant peripheral nerve sheath tumor with perineural differentiation)","year":2012,"lang":"en","type":"article","venue":"Clinical Neuropathology","topic":"Neurofibromatosis and Schwannoma Cases","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":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Malignant peripheral nerve sheath tumor; Pathology; Nerve sheath neoplasm; Perineurium; Immunohistochemistry; Medicine; Perineural invasion; Differential diagnosis; Nerve sheath tumor; Soft tissue; Peripheral nerve; Anatomy; Cancer; Schwannoma; Internal medicine","authors":[{"name":"Andrew Mitchell","is_ca":true},{"name":"Bernd W. Scheithauer","is_ca":false},{"name":"Josée Doyon","is_ca":false},{"name":"Marie-Josée Berthiaume","is_ca":false},{"name":"Marc Isler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04398732210888495,"gpt":0.319914582329333,"spread":0.2759272602204481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004212885,0.0004390444,0.0009819629,0.0001159422,0.0001686552,0.00004631368,0.0002053654,0.0001147302,0.0004592379],"category_scores_gemma":[0.0004344892,0.0002966002,0.0003816131,0.0002285919,0.0004622636,0.0002120403,0.0001979513,0.0005988537,0.0001596622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002480344,"about_ca_system_score_gemma":0.00008706107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005349553,"about_ca_topic_score_gemma":0.000001633807,"domain_scores_codex":[0.9963338,0.000618936,0.001025335,0.0007762865,0.0003486988,0.0008969875],"domain_scores_gemma":[0.9978076,0.0003073332,0.0002541434,0.0007979859,0.0001307743,0.0007021923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001042773,0.001297832,0.9572262,0.00008827688,0.00003604681,0.01087802,0.00008874672,0.000001846279,0.0270484,0.0007749817,0.0004913209,0.001025531],"study_design_scores_gemma":[0.002277517,0.004300963,0.954099,0.0000555775,0.0001900679,0.03111106,0.00004505703,0.0001882029,0.002079402,0.000008924841,0.005299962,0.0003442793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956105,0.0002298448,0.00008544225,0.00124024,0.001356874,0.0004680731,0.00001993102,0.0002238276,0.0007652783],"genre_scores_gemma":[0.9941813,0.00003753607,0.0007528627,0.003119263,0.001055521,0.00005474178,0.00003238272,0.0001066502,0.0006597691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.024969,"threshold_uncertainty_score":0.9999486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3191227634","doi":"10.5414/np301368","title":"Correlation of serum ferritin levels with neurological function-related indices and cognitive dysfunction in patients with cerebral hemorrhage","year":2021,"lang":"en","type":"article","venue":"Clinical Neuropathology","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Internal medicine; Logistic regression; Enolase; Cognition; Receiver operating characteristic; Ferritin; Gastroenterology; Cardiology; Cognitive impairment; Disease; Psychiatry","authors":[{"name":"Tianye Lan","is_ca":false},{"name":"Dayong Cui","is_ca":false},{"name":"Tingting Liu","is_ca":false},{"name":"Jian-yu Pan","is_ca":false},{"name":"Xin Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02357435580323101,"gpt":0.2933375073365309,"spread":0.2697631515332998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004407367,0.0001813848,0.0005537383,0.0001345936,0.00006701534,0.00001148951,0.00004787381,0.0002969961,0.0003156657],"category_scores_gemma":[0.001115638,0.0001274749,0.00005817012,0.000428274,0.0005250163,0.0001164049,0.00008320399,0.001103138,0.00002029455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009397741,"about_ca_system_score_gemma":0.0001235924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002613106,"about_ca_topic_score_gemma":0.00001575034,"domain_scores_codex":[0.9974933,0.0006812447,0.0006270574,0.0006028198,0.0002829356,0.0003126982],"domain_scores_gemma":[0.9984661,0.0006317986,0.0001817445,0.0001876714,0.0003840254,0.0001486084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00372227,0.000765892,0.9449046,0.00007428809,0.00002210894,0.001696085,0.00003724686,0.00001068632,0.00005372938,0.00006148351,0.000003375375,0.04864819],"study_design_scores_gemma":[0.008525019,0.008300976,0.9779489,0.00006262401,0.0001482422,0.0005095964,0.00006989465,0.004165839,0.00007208672,0.00007232472,0.000003292288,0.0001212059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977521,0.000062216,0.0003977718,0.0006341817,0.00017563,0.0004104106,0.00002813541,0.00003706761,0.0005025432],"genre_scores_gemma":[0.9983592,0.000007804189,0.0003702147,0.000873321,0.00005039525,0.00001013188,0.00007471002,0.00002437836,0.0002298228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04852698,"threshold_uncertainty_score":0.5198275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981196345","doi":"10.5414/np300451","title":"Identification of t(1;19)(q12;p13) and ploidy changes in an ependymosarcoma: a cytogenetic evaluation","year":2012,"lang":"en","type":"article","venue":"Clinical Neuropathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"National Cancer Institute","keywords":"Ploidy; Identification (biology); Biology; Genetics; Karyotype; Cytogenetics; Computational biology; Evolutionary biology; Chromosome; Gene; Botany","authors":[{"name":"Abeer Tabbarah","is_ca":false},{"name":"Austin W. Carlson","is_ca":false},{"name":"Angélica Oviedo","is_ca":true},{"name":"Rhett P. Ketterling","is_ca":false},{"name":"Fausto J. Rodríguez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1551348409154621,"gpt":0.4466606098232361,"spread":0.291525768907774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001692801,0.0001066189,0.0003594093,0.0001179639,0.00002309749,0.000004915346,0.0000561843,0.0001187653,0.00004040249],"category_scores_gemma":[0.00105263,0.00009117717,0.00004995988,0.0001186675,0.0001668346,0.00005666634,0.000048779,0.0001395798,0.0000203638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002047132,"about_ca_system_score_gemma":0.00003212627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006159581,"about_ca_topic_score_gemma":0.00003138723,"domain_scores_codex":[0.9979795,0.0007611793,0.0005735063,0.0003109949,0.000169093,0.0002057737],"domain_scores_gemma":[0.9988141,0.0003990454,0.0001770997,0.0003512697,0.00008474578,0.0001737444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009335964,0.001731727,0.9245776,0.00002074993,0.000007640612,0.00006360084,0.0001544877,8.358243e-7,0.01170682,0.0001036276,0.00001312361,0.06152643],"study_design_scores_gemma":[0.002021577,0.0008941178,0.9933969,0.00001548231,0.0001855723,0.0002285914,0.00004827878,0.00035472,0.002541799,0.0001376664,0.0001105226,0.00006478856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962578,0.001897202,0.00001272147,0.0009655307,0.0002718092,0.0005162344,0.000006133061,0.00001657369,0.00005597222],"genre_scores_gemma":[0.9984803,0.0004841407,0.0001666208,0.0005783894,0.0001496505,0.00008999228,0.00002480558,0.00001614522,0.000009947452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06881929,"threshold_uncertainty_score":0.3718097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509157457","doi":"10.5414/np300985","title":"Immune factors and viral interactions in brain cancer etiology and outcomes, The 2016 Brain Tumor Epidemiology Consortium Meeting report","year":2016,"lang":"en","type":"article","venue":"Clinical Neuropathology","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Cancer Institute; American Brain Tumor Association; U.S. Department of Health and Human Services","keywords":"Epidemiology; Immune system; Brain tumor; Glioma; Medicine; Etiology; Immunity; Vaccination; Oncology; Immunology; Internal medicine; Cancer research; Pathology","authors":[{"name":"Kimberly Johnson","is_ca":false},{"name":"Johannes A. Hainfellner","is_ca":false},{"name":"Ching C. Lau","is_ca":false},{"name":"Michael E. Scheurer","is_ca":false},{"name":"Adelheid Wöehrer","is_ca":false},{"name":"Joseph L. Wiemels","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0435054753289157,"gpt":0.3857275863121082,"spread":0.3422221109831926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002098981,0.0002062744,0.0004900517,0.00005676088,0.00008436332,0.00000618763,0.0001593994,0.0001805017,0.00002792893],"category_scores_gemma":[0.0174121,0.0001182116,0.0001211246,0.00004594377,0.001045166,0.000008309664,0.0003259101,0.0002553253,0.000005217041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001401967,"about_ca_system_score_gemma":0.00007849917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006750034,"about_ca_topic_score_gemma":0.0001820041,"domain_scores_codex":[0.9956058,0.002245771,0.0010475,0.0007128725,0.00003903436,0.0003490048],"domain_scores_gemma":[0.9955586,0.00337585,0.0004376193,0.0004672737,0.0000532173,0.0001073944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008309288,0.00003902518,0.7678124,0.000004705529,0.00002054723,0.00007593225,0.000009954774,0.000001906366,0.2285718,0.0001096198,0.001502746,0.001768288],"study_design_scores_gemma":[0.0007980556,0.0001634841,0.9780627,0.0000229009,0.00002010608,0.0004664996,0.00001320286,0.00001617236,0.001262551,0.0004283209,0.01859753,0.0001485083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975242,0.0009595034,0.0002994927,0.02241867,0.0007472785,0.0002321506,0.00002670395,0.00001561163,0.00005861922],"genre_scores_gemma":[0.9941577,0.000472754,0.0001032733,0.004414755,0.000180573,0.00004173141,0.00002457107,0.00002433109,0.0005803582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2273092,"threshold_uncertainty_score":0.9908646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019645362","doi":"10.5414/npp29262","title":"Tubuloreticular inclusions in inclusion body myositis","year":2010,"lang":"en","type":"article","venue":"Clinical Neuropathology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":3,"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":"Inclusion body myositis; Pathology; Myocyte; Cytoplasm; Electron microscope; Inclusion bodies; Immunostaining; Cytoplasmic inclusion; Vacuole; Myositis; Muscle biopsy; Staining; Endoplasmic reticulum; Anatomy; Biology; Biopsy; Chemistry; Medicine; Cell biology; Immunohistochemistry; Biochemistry","authors":[{"name":"Hans Katzberg","is_ca":true},{"name":"David G. Muñoz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01337193194746724,"gpt":0.3400693999421348,"spread":0.3266974679946676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001116596,0.0002035954,0.0006151384,0.0001895523,0.0002731398,0.00001187488,0.0002170941,0.0004575325,0.0003426461],"category_scores_gemma":[0.001775521,0.0001789483,0.0002228402,0.0002467826,0.0005176682,0.00006598021,0.00154702,0.001705046,0.0003101478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001613239,"about_ca_system_score_gemma":0.0001123669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001099258,"about_ca_topic_score_gemma":0.00002696542,"domain_scores_codex":[0.9974159,0.0004050522,0.0009725423,0.0005385434,0.0002387829,0.0004291711],"domain_scores_gemma":[0.9983308,0.0004304727,0.0001277026,0.000690803,0.0001093203,0.000310938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005498824,0.001225108,0.7179206,0.00008096865,0.00001432901,0.05183754,0.0005666623,0.000002407267,0.201662,0.007484778,0.002419676,0.0162361],"study_design_scores_gemma":[0.002737109,0.0007722435,0.9409109,0.00005966936,0.00005238119,0.005656256,0.0000189423,0.0007524571,0.00141872,0.001504671,0.04587073,0.0002459141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875993,0.0000594357,0.00008148085,0.005239754,0.00192056,0.0003479075,0.000006132672,0.0001247369,0.004620693],"genre_scores_gemma":[0.988668,0.0001408235,0.0009888986,0.009438228,0.0005641055,0.00001891764,0.00002193161,0.00004109966,0.0001179421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2229903,"threshold_uncertainty_score":0.740767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2323888943","doi":"10.5414/npp27357","title":"Spontaneous middle-ear encephalocele: report of two cases and brief review","year":2008,"lang":"en","type":"article","venue":"Clinical Neuropathology","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":3,"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","funders":"","keywords":"Encephalocele; Middle ear; Medicine; Anatomy; Lesion; Differential diagnosis; Surgery; Pathology","authors":[{"name":"Hisham Alkhalidi","is_ca":true},{"name":"Lyne Noël de Tilly","is_ca":false},{"name":"Ralph A. Fenton","is_ca":false},{"name":"David G. Muñoz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1343429098373944,"gpt":0.4088679738162577,"spread":0.2745250639788633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009761999,0.000157987,0.001280119,0.00004634087,0.00004867754,0.00000105328,0.0000869531,0.0001746976,0.0002371497],"category_scores_gemma":[0.01025656,0.0001239212,0.0002064104,0.0001571841,0.00112095,0.00002351315,0.0001000823,0.0004878556,0.00004641711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008060993,"about_ca_system_score_gemma":0.0001836398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001196447,"about_ca_topic_score_gemma":0.000003042107,"domain_scores_codex":[0.9970959,0.0006042356,0.001323659,0.0005344116,0.000158256,0.0002835301],"domain_scores_gemma":[0.9962033,0.002560251,0.0002747472,0.0004867265,0.0001518055,0.0003231879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002769344,0.0004981616,0.1315224,0.000349931,0.00001270751,0.855268,0.00001628197,5.455861e-8,0.0006778443,0.0001161405,0.001845663,0.009415912],"study_design_scores_gemma":[0.001367494,0.002907253,0.167273,0.0003181628,0.0001220536,0.751631,0.000001886175,0.000005145409,0.0000569115,0.00002587733,0.07619543,0.00009574733],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864431,0.006695847,0.000007828985,0.002464608,0.0003780765,0.0003050619,0.000005441233,0.00005009347,0.003649923],"genre_scores_gemma":[0.9477623,0.03870851,0.0004970609,0.01166459,0.0002737467,0.000007539256,0.00001095772,0.00002209338,0.001053174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.103637,"threshold_uncertainty_score":0.9980805,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2982595270","doi":"10.5414/np301234","title":"Brain tumor disparities: From biology to social determinants - The 2019 Brain Tumor Epidemiology Consortium meeting report","year":2019,"lang":"en","type":"article","venue":"Clinical Neuropathology","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":0,"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; Brain Tumour Foundation of Canada","keywords":"Epidemiology; Brain research; Theme (computing); Brain tumor; Library science; Medicine; Gerontology; Psychology; Pathology; Neuroscience","authors":[{"name":"Kimberly J. Johnson","is_ca":false},{"name":"Luc Bauchet","is_ca":false},{"name":"Johannes A. Hainfellner","is_ca":false},{"name":"Carol Kruchko","is_ca":false},{"name":"Michael E. Scheurer","is_ca":false},{"name":"Joseph L. Wiemels","is_ca":false},{"name":"Judith Schwartzbaum","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04804466565417129,"gpt":0.4161799189142296,"spread":0.3681352532600584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007411316,0.0003525439,0.001735269,0.0001120903,0.0002223529,0.00001893904,0.0005436229,0.000288959,0.0002165541],"category_scores_gemma":[0.07929916,0.0002467973,0.0004246166,0.0001901479,0.00128193,0.00004287548,0.0005115669,0.00196139,0.0005852742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003205274,"about_ca_system_score_gemma":0.0002016518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000305938,"about_ca_topic_score_gemma":0.00001579564,"domain_scores_codex":[0.9917687,0.003664568,0.002153579,0.001291013,0.0001733126,0.0009488177],"domain_scores_gemma":[0.9795001,0.01826347,0.0007677866,0.0009348062,0.0001125606,0.0004212778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003152164,0.0001403261,0.9425271,0.00002370317,0.00004019232,0.004105715,0.0001028885,0.000007240308,0.006013618,0.0005622989,0.03874459,0.007417182],"study_design_scores_gemma":[0.002008836,0.001181395,0.8748149,0.00009222981,0.0001109489,0.004412764,0.00005794049,0.002127015,0.00005185317,0.001978745,0.1128247,0.0003387181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.869111,0.0001502975,0.0007331151,0.125061,0.003353094,0.0005972983,0.00004599783,0.0001199396,0.0008282457],"genre_scores_gemma":[0.7854638,0.00002333268,0.001446023,0.2095598,0.001919363,0.00003150895,0.00007817254,0.00007577601,0.001402173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08449884,"threshold_uncertainty_score":0.9999985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}