{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":133,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":133,"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"},"query_hash":"837963bf7a55","filters":{"venue":"Brain Pathology"}},"results":[{"id":"W1530069278","doi":"10.1111/bpa.12171","title":"<scp>I</scp>nternational <scp>S</scp>ociety of <scp>N</scp>europathology‐<scp>H</scp>aarlem <scp>C</scp>onsensus <scp>G</scp>uidelines for <scp>N</scp>ervous <scp>S</scp>ystem <scp>T</scp>umor <scp>C</scp>lassification and <scp>G</scp>rading","year":2014,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":572,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children; Princess Margaret Cancer Centre","funders":"World Health Organization","keywords":"Neuropathology; Medical diagnosis; Medicine; Set (abstract data type); Bioinformatics; Neuroscience; Computational biology; Computer science; Pathology; Biology; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.02781940748550444,"gpt":0.2799538387606934,"spread":0.252134431275189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.01887528,0.01494412,0.01807143,0.01073646,0.006604684,0.003597462,0.01099381,0.01213135,0.00006958233],"category_scores_gemma":[0.2296122,0.01541923,0.008863827,0.01103731,0.008125981,0.004745922,0.006344041,0.01136185,0.003934516],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004366866,"about_ca_system_score_gemma":0.004628706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008649958,"about_ca_topic_score_gemma":0.0009668112,"domain_scores_codex":[0.9234581,0.009857168,0.01800284,0.01835003,0.01102738,0.01930448],"domain_scores_gemma":[0.7989494,0.1536342,0.01630639,0.01248015,0.009527038,0.009102874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008649175,0.0127693,0.08024208,0.006270461,0.007762442,0.01030107,0.03848436,0.002449965,0.1045688,0.01018935,0.7227698,0.004105919],"study_design_scores_gemma":[0.03771545,0.009004861,0.07819444,0.00383266,0.008519654,0.01841244,0.08000717,0.01132703,0.06104413,0.006160929,0.6847473,0.001033954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833688,0.03013518,0.007943535,0.001658325,0.01299481,0.01802019,0.008923541,0.005502827,0.03145277],"genre_scores_gemma":[0.7996307,0.01435384,0.02358418,0.01347139,0.01661149,0.01289376,0.01578602,0.007032345,0.0966363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2107369,"threshold_uncertainty_score":0.9994552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3016756297","doi":"10.1111/bpa.12832","title":"cIMPACT‐NOW update 6: new entity and diagnostic principle recommendations of the cIMPACT‐Utrecht meeting on future CNS tumor classification and grading","year":2020,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":534,"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":"Amsterdam University Medical Centers; Centre International de Recherche sur le Cancer; World Health Organization","keywords":"Grading (engineering); Taxonomy (biology); Nomenclature; Medicine; Computer science; Pathology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.03254480062088572,"gpt":0.2987388525868707,"spread":0.266194051965985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001724783,0.0001301214,0.000242656,0.00005952971,0.0001156985,0.00001610594,0.000058021,0.00006750807,0.00002833551],"category_scores_gemma":[0.001471914,0.00009042885,0.00005166523,0.0001804441,0.00006642842,0.00004620223,0.00006576876,0.0001509858,0.000007469746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003522511,"about_ca_system_score_gemma":0.00005273714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001425696,"about_ca_topic_score_gemma":0.00004297093,"domain_scores_codex":[0.9991123,0.0001331951,0.0002214452,0.0002674969,0.0000975971,0.0001679553],"domain_scores_gemma":[0.9989241,0.0004935066,0.0001653249,0.0002109482,0.00002983353,0.0001763142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001507747,0.0005751228,0.8500076,0.0001920503,0.0001685546,0.0002041133,0.003743625,0.00001026821,0.04904547,0.01066201,0.04707158,0.03816881],"study_design_scores_gemma":[0.001914537,0.0004206551,0.9720849,0.0001530808,0.0001709193,0.0002163823,0.0004964822,0.0002070331,0.004858666,0.0004481698,0.01891743,0.000111702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8500929,0.0003638502,0.00003569465,0.1486543,0.0001231956,0.0003841099,0.00003127223,0.00002447839,0.0002901079],"genre_scores_gemma":[0.995183,0.0003347671,0.0006029577,0.003615652,0.0001679995,0.00002145196,0.00003213077,0.00001428243,0.00002779532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.14509,"threshold_uncertainty_score":0.3687581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119987649","doi":"10.1111/bpa.12099","title":"The Pathology of an Autoimmune Astrocytopathy: Lessons Learned from Neuromyelitis Optica","year":2013,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":407,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"National Institutes of Health; Multiple Sclerosis Society; Saskatchewan Health Research Foundation; National Institute of Neurological Disorders and Stroke; Guthy-Jackson Charitable Foundation","keywords":"Neuromyelitis optica; Multiple sclerosis; Optic neuritis; Pathology; Myelitis; Aquaporin 4; Glial fibrillary acidic protein; Experimental autoimmune encephalomyelitis; Myelin; Astrocyte; Autoantibody; Myelin basic protein; Medicine; Immunology; Myelin oligodendrocyte glycoprotein; Demyelinating disease; Gliosis; Demyelinating Disorder; Central nervous system; Antibody; Spinal cord; Internal medicine; Immunohistochemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.1965599611296776,"gpt":0.4194092782411628,"spread":0.2228493171114851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001285261,0.0007332587,0.003869202,0.0003072724,0.0003332947,0.00004745633,0.0009738508,0.0007920852,0.0002577715],"category_scores_gemma":[0.006309255,0.0004567973,0.0007445618,0.0003569141,0.001491615,0.00007845023,0.000882005,0.001576497,0.0003218554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128002,"about_ca_system_score_gemma":0.0006024116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009509939,"about_ca_topic_score_gemma":0.00003740406,"domain_scores_codex":[0.9930542,0.002778674,0.001416844,0.001174659,0.0005110479,0.001064565],"domain_scores_gemma":[0.9922191,0.004222966,0.0007630361,0.002197948,0.0003223995,0.0002745635],"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":[0.00004520184,0.0001366845,0.000007848803,0.00144028,0.0002241945,0.0008336378,0.0002112717,2.886348e-7,0.00099635,0.0003221756,0.001162302,0.9946198],"study_design_scores_gemma":[0.001015254,0.0009685165,0.004912151,0.001947783,0.0004998903,0.0008460193,0.0001584421,0.00003059457,0.0000153501,0.0002158366,0.9890503,0.0003398677],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001188791,0.9899508,0.00007696013,0.004818855,0.0004769065,0.002019488,0.0004528116,0.0001220618,0.0008933445],"genre_scores_gemma":[0.0001649215,0.994013,0.002178075,0.0002072631,0.0004475694,0.0008624571,0.0005810662,0.0001468659,0.001398759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9942799,"threshold_uncertainty_score":0.9997884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2144960514","doi":"10.1111/j.1750-3639.2000.tb00248.x","title":"Inflammatory Mediators of Cerebral Endothelium: A Role in Ischemic Brain Inflammation","year":2000,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Barrier Structure and Function Studies","field":"Neuroscience","cited_by":316,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Heart and Stroke Foundation of Canada","keywords":"Inflammation; Chemokine; Blood–brain barrier; Cell adhesion molecule; Neuroinflammation; Proinflammatory cytokine; Microglia; Ischemia; Immunology; Endothelium; Medicine; Vascular permeability; Brain ischemia; Central nervous system; Pathology; Internal medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02049773650850966,"gpt":0.2808785507519793,"spread":0.2603808142434696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004074834,0.0004780296,0.001610106,0.000663301,0.00007080205,0.0000142052,0.0004374382,0.0006196883,0.0002432156],"category_scores_gemma":[0.001134206,0.0004127001,0.0003216339,0.0006072322,0.0003601509,0.0001332592,0.0001585188,0.0006427808,0.0001408421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006769298,"about_ca_system_score_gemma":0.0002546659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005050766,"about_ca_topic_score_gemma":0.00002553676,"domain_scores_codex":[0.9965863,0.0008298123,0.001137706,0.0007371629,0.0002605256,0.000448479],"domain_scores_gemma":[0.9975325,0.001230195,0.0006300151,0.0005050422,0.0000240234,0.00007815016],"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":[0.00002745432,0.00002085453,0.00008666452,0.002541292,0.0000212113,0.0001503788,0.001125512,0.000002188022,0.003065092,0.000807927,0.002864608,0.9892868],"study_design_scores_gemma":[0.0004179403,0.00004982077,0.00003736565,0.0006336683,0.00005665292,0.000320241,0.00004061533,0.000002103591,0.001181374,0.000418102,0.996514,0.0003281032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003819092,0.9827296,0.00001483308,0.0002617756,0.0007368343,0.0009129558,0.000143981,0.0001166356,0.01126427],"genre_scores_gemma":[0.000750694,0.9971359,0.00006097119,0.000624667,0.0004297905,0.0002543228,0.00003750361,0.00007731877,0.0006288028],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9936494,"threshold_uncertainty_score":0.9998325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035195833","doi":"10.1111/j.1750-3639.2006.00043.x","title":"Extensive Cortical Remyelination in Patients with Chronic Multiple Sclerosis","year":2007,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":313,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Remyelination; Multiple sclerosis; White matter; Lesion; Myelin; Medicine; Pathology; Cortex (anatomy); Neuroscience; Biology; Central nervous system; Magnetic resonance imaging; Internal medicine; Immunology","retraction":null,"screen_n_in":null,"score":{"opus":0.04021879250698966,"gpt":0.3018096163565872,"spread":0.2615908238495975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007440463,0.0001597831,0.0003472044,0.0002872402,0.00008750858,0.000006629827,0.00007720434,0.0001401943,0.00005360151],"category_scores_gemma":[0.003784015,0.0001264551,0.00004531724,0.0003464141,0.0003040501,0.00006518661,0.00009170476,0.0003796327,0.00005485654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003212678,"about_ca_system_score_gemma":0.00007978907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000269562,"about_ca_topic_score_gemma":0.0006395358,"domain_scores_codex":[0.9981382,0.0001275622,0.0003367349,0.0004134315,0.0003950543,0.0005890027],"domain_scores_gemma":[0.9984152,0.00071357,0.00007132718,0.0002911248,0.000364796,0.0001440123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001200099,0.0004247297,0.9398921,0.00004375383,0.00002752152,0.0001778744,0.0004076805,0.0000110773,0.02257232,0.00005039667,0.0007516276,0.0344409],"study_design_scores_gemma":[0.007774998,0.001178487,0.9889458,0.0001151594,0.00001251154,0.00001249921,0.00009759625,0.0001933944,0.001070441,0.00001051348,0.0004635439,0.0001250832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955306,0.0001155345,0.001473989,0.001457351,0.00007980546,0.0008282827,0.000008324874,0.00005165465,0.0004544641],"genre_scores_gemma":[0.9971915,0.00004258806,0.001701303,0.0007242077,0.000113039,0.00004059941,0.0000515486,0.00002619573,0.0001089683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04905375,"threshold_uncertainty_score":0.5156689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3034140733","doi":"10.1111/bpa.12866","title":"cIMPACT‐NOW update 7: advancing the molecular classification of ependymal tumors","year":2020,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":289,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"Brain Tumour Charity; Cancer Research UK","keywords":"Ependymoma; Pathology; Brain tumor; Biology; Ependymal Cell; Posterior fossa; Medicine; Immunohistochemistry; Anatomy","retraction":null,"screen_n_in":null,"score":{"opus":0.03387577465227373,"gpt":0.3441477467065867,"spread":0.310271972054313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003088413,0.0003299601,0.001606701,0.0001491388,0.00004440223,0.000007923529,0.0001972066,0.0002360625,0.00007727512],"category_scores_gemma":[0.0004869024,0.0001986131,0.0005123959,0.0003197998,0.0001153474,0.00002105141,0.00008960153,0.0003379491,0.0001684028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013706,"about_ca_system_score_gemma":0.0002979215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003006172,"about_ca_topic_score_gemma":0.000003835735,"domain_scores_codex":[0.9981051,0.0003706218,0.0006081751,0.0004348981,0.0001909095,0.0002902855],"domain_scores_gemma":[0.9983751,0.0003239149,0.0005089988,0.0006077829,0.00005696691,0.0001272749],"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":[0.00001458816,0.0001692299,0.00005392954,0.003144556,0.0002414579,0.004242759,0.00006076062,6.730429e-7,0.0003575492,0.002928793,0.002793656,0.9859921],"study_design_scores_gemma":[0.0004717259,0.0002564743,0.0005480181,0.002265129,0.001313295,0.002520945,0.0000296814,0.000008765582,0.0001015568,0.00008853042,0.9922411,0.0001547785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006235749,0.9918135,0.0001102012,0.005495722,0.0001215978,0.001075108,0.00006376184,0.00003555563,0.0006609824],"genre_scores_gemma":[0.003652266,0.9942615,0.0004338827,0.0008783495,0.0001093692,0.0002300309,0.0003396588,0.00006397375,0.00003098863],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9894474,"threshold_uncertainty_score":0.8099208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137868544","doi":"10.1111/j.1750-3639.2008.00153.x","title":"Anti‐O6‐Methylguanine‐Methyltransferase (MGMT) Immunohistochemistry in Glioblastoma Multiforme: Observer Variability and Lack of Association with Patient Survival Impede Its Use as Clinical Biomarker*","year":2008,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":242,"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","keywords":"Temozolomide; Immunohistochemistry; Oncology; Medicine; Methyltransferase; Tissue microarray; Biomarker; Cancer; Chemoradiotherapy; O-6-methylguanine-DNA methyltransferase; Methylation; Pathology; Glioblastoma; Internal medicine; Cancer research; Biology; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.05118010176434421,"gpt":0.3373131823138463,"spread":0.2861330805495021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001174254,0.0002655901,0.0008467092,0.0001224611,0.00006461927,0.000008277385,0.00007060591,0.0003883061,0.00005242494],"category_scores_gemma":[0.003536245,0.000215166,0.0001467754,0.0003055537,0.0002329996,0.000112391,0.00005717374,0.0002900361,0.000008625705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001904625,"about_ca_system_score_gemma":0.00018491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001800945,"about_ca_topic_score_gemma":0.00005216448,"domain_scores_codex":[0.9973752,0.0005756427,0.0008186031,0.0005638077,0.0003036889,0.0003630041],"domain_scores_gemma":[0.9969486,0.00194279,0.0002775142,0.0004067457,0.0002622726,0.0001620677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001184366,0.001722645,0.8825286,0.00007804903,0.0001420968,0.001357278,0.0003766826,0.000003668235,0.1111286,0.00003338315,0.0001294434,0.001315235],"study_design_scores_gemma":[0.007017531,0.001743321,0.9500871,0.00007231651,0.0001108922,0.0004934897,0.00007586667,0.00006893747,0.03998719,0.00001761998,0.0001349224,0.0001907633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980758,0.0001736867,0.00001958012,0.0007693451,0.0001270281,0.0006188792,0.00008431081,0.0000326708,0.00009864066],"genre_scores_gemma":[0.9983907,0.0002200453,0.0008682761,0.0003157576,0.00002468775,0.00005503061,0.00005185039,0.00002738763,0.00004629932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07114138,"threshold_uncertainty_score":0.8774217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966546311","doi":"10.1111/j.1750-3639.2000.tb00262.x","title":"Neuroprotection by the Inhibition of Apoptosis","year":2000,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":225,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Merck Canada Inc. (Canada); University of Ottawa","funders":"","keywords":"Neuroprotection; Caspase; Biology; Neuroscience; Apoptosis; Programmed cell death; Caspase 3; Cell biology; Biochemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.04070000943045527,"gpt":0.3468955088724995,"spread":0.3061954994420442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002601932,0.0001828166,0.000762341,0.0001430511,0.00005283903,0.000004791078,0.00009728911,0.0002647564,0.0002045443],"category_scores_gemma":[0.0001639948,0.0001151621,0.0003550224,0.0003033862,0.0002024424,0.000008986097,0.00004445695,0.000464267,0.00007281047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001736984,"about_ca_system_score_gemma":0.0001274272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008339814,"about_ca_topic_score_gemma":6.893903e-7,"domain_scores_codex":[0.9983559,0.0005729543,0.0003511638,0.0003113996,0.0002016869,0.0002069386],"domain_scores_gemma":[0.9992298,0.0001317028,0.0001333453,0.0004195465,0.00003699623,0.0000485515],"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":[0.00001188096,0.00006730999,4.671363e-7,0.002932167,0.00003073158,0.00002328565,0.00001606246,5.299446e-8,0.000402413,0.00001826015,0.007886254,0.9886111],"study_design_scores_gemma":[0.0002547343,0.0002967892,0.000004930517,0.0007926262,0.000257836,0.0008338267,0.000006461123,5.897663e-7,0.000206428,0.00003194201,0.9972365,0.00007734331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004695821,0.9949637,0.00009933183,0.0006011793,0.00006803565,0.001389433,0.00002712585,0.00002269895,0.0023589],"genre_scores_gemma":[0.00007490898,0.9976558,0.00002054308,0.0004006334,0.00006718667,0.000209306,0.0001263494,0.00004281659,0.00140246],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9893503,"threshold_uncertainty_score":0.4696174,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1561925457","doi":"10.1111/bpa.12220","title":"Cognitive Impairment in Multiple Sclerosis: Clinical, Radiologic and Pathologic Insights","year":2014,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":215,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"University of Oxford","keywords":"Cognition; Neuroscience; Neuropsychology; Multiple sclerosis; White matter; Medicine; Neuroimaging; Cognitive impairment; Pathological; Magnetic resonance imaging; Psychology; Pathology; Psychiatry; Radiology","retraction":null,"screen_n_in":null,"score":{"opus":0.2792457429555721,"gpt":0.4345709736298274,"spread":0.1553252306742553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003098103,0.0008361485,0.005610359,0.0007444358,0.0001664519,0.00002911297,0.000301813,0.001346693,0.00004679894],"category_scores_gemma":[0.01366945,0.0005716925,0.0006887165,0.0004883474,0.001559781,0.00005242402,0.0007378911,0.001802742,0.0002062481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747237,"about_ca_system_score_gemma":0.0002858785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001166851,"about_ca_topic_score_gemma":0.00005315302,"domain_scores_codex":[0.9911032,0.004032885,0.001892812,0.001686203,0.0003251841,0.0009596767],"domain_scores_gemma":[0.9903185,0.007836017,0.0006196719,0.0006932369,0.0001608767,0.0003717012],"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":[0.0002030878,0.000649776,0.004751658,0.008468525,0.0002404225,0.001961866,0.0002923536,9.716595e-8,0.000009704156,0.00002244326,0.002302882,0.9810972],"study_design_scores_gemma":[0.01095868,0.006373988,0.1300146,0.03656057,0.0009954995,0.0019988,0.0003557976,0.00004972204,0.000001386452,0.0001294336,0.8113278,0.001233728],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01325678,0.9815139,0.00004328032,0.0002857468,0.0003040877,0.004000228,0.00008067445,0.0001248933,0.0003903918],"genre_scores_gemma":[0.007260543,0.9886808,0.0005792353,0.00124041,0.0004170535,0.001348551,0.0002378782,0.00008486286,0.0001506101],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9798635,"threshold_uncertainty_score":0.9999498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2909217338","doi":"10.1111/bpa.12704","title":"Iron accumulation in microglia triggers a cascade of events that leads to altered metabolism and compromised function in APP/PS1 mice","year":2019,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":204,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"Science Foundation Ireland","keywords":"Microglia; Neuroinflammation; Presenilin; Cell biology; Genetically modified mouse; Biology; TREM2; Phagocytosis; Inflammation; Alzheimer's disease; Transgene; Immunology; Medicine; Pathology; Biochemistry; Gene; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.03760822066956103,"gpt":0.3311706910325416,"spread":0.2935624703629806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002527524,0.0001276281,0.0003712912,0.0003513287,0.00001410455,0.000003566242,0.00004773667,0.0001172014,0.0000420957],"category_scores_gemma":[0.00008665056,0.0001153495,0.00004576596,0.0002005846,0.00003781215,0.00007530417,0.00004129425,0.0001297262,0.00004590821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005914972,"about_ca_system_score_gemma":0.00006274368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001321487,"about_ca_topic_score_gemma":0.00007320432,"domain_scores_codex":[0.9988271,0.0001988296,0.0002289317,0.0003156728,0.0001562093,0.0002732306],"domain_scores_gemma":[0.9994698,0.0001227187,0.00006854616,0.0001819187,0.0000294304,0.0001276317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00508054,0.0006174078,0.7951072,0.0001581436,0.0002616392,0.0001708503,0.0009660437,0.00003770069,0.191518,0.00003811418,0.0001457814,0.005898541],"study_design_scores_gemma":[0.009197845,0.0003616648,0.9847512,0.00007806077,0.00007876849,0.00003769777,0.0001056779,0.0001862632,0.00494366,0.0001060174,0.00006684852,0.00008632696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996464,0.001558092,0.00002754557,0.0005815743,0.00008920759,0.001152472,0.00001912079,0.00001235834,0.00009565237],"genre_scores_gemma":[0.9991347,0.00003831329,0.0002262793,0.0003346488,0.00002333494,0.00005051842,0.0000883988,0.00001551177,0.00008833966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1896439,"threshold_uncertainty_score":0.4703816,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2106507629","doi":"10.1111/bpa.12182","title":"Regional Multiple Pathology Scores Are Associated with Cognitive Decline in <scp>L</scp>ewy Body Dementias","year":2014,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute on Aging; National University Health System; Bupa Foundation; Medical Research Council; Dunhill Medical Trust; Alzheimer Society; National Medical Research Council; Alzheimer's Society","keywords":"Lewy body; Dementia with Lewy bodies; Senile plaques; Dementia; Cognitive decline; Neuroscience; Neocortex; Neurodegeneration; Pathology; Psychology; Parahippocampal gyrus; Cortex (anatomy); Temporal lobe; Medicine; Alzheimer's disease; Disease; Epilepsy","retraction":null,"screen_n_in":null,"score":{"opus":0.02068411772540554,"gpt":0.270213018735208,"spread":0.2495289010098024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005569219,0.0003162862,0.000632852,0.0002684732,0.0001135148,0.00001230381,0.00011319,0.0002552826,0.00003656422],"category_scores_gemma":[0.005220603,0.0002632638,0.0001042755,0.0002069555,0.0002170945,0.00006006823,0.0001009642,0.0003092503,0.00008604416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007476651,"about_ca_system_score_gemma":0.00009899969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002355493,"about_ca_topic_score_gemma":0.000629347,"domain_scores_codex":[0.9975398,0.0005488012,0.0003432316,0.0006868567,0.0002715002,0.0006097724],"domain_scores_gemma":[0.9974482,0.001601254,0.0002778959,0.0002782449,0.0001736663,0.0002207265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004007872,0.001880729,0.9819641,0.00003191901,0.0002344451,0.008108682,0.000428258,0.000005555429,0.002673443,0.000637067,0.001933794,0.001701233],"study_design_scores_gemma":[0.01396365,0.001349482,0.9766205,0.0002419171,0.0002260246,0.0005600368,0.0004304601,0.0003901485,0.0006366158,0.001133764,0.0043239,0.0001235191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950019,0.000318156,0.001571041,0.001264711,0.0001196975,0.0005608641,0.00009877707,0.0001042835,0.0009606055],"genre_scores_gemma":[0.9895264,0.00002754984,0.0008095039,0.008045522,0.0001096605,0.000187024,0.000648692,0.00005187328,0.0005938126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356287,"threshold_uncertainty_score":0.9999819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085612389","doi":"10.1111/j.1750-3639.2000.tb00252.x","title":"Redox Regulation of Nuclear Factor Kappa B: Therapeutic Potential for Attenuating Inflammatory Responses","year":2000,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Genomics, phytochemicals, and oxidative stress","field":"Biochemistry, Genetics and Molecular Biology","cited_by":147,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"National Heart, Lung, and Blood Institute","keywords":"Transcription factor; Reactive oxygen species; Oxidative stress; NFKB1; Lipid peroxidation; NF-κB; Endogeny; Cell biology; Chemistry; Enzyme; KEAP1; Signal transduction; Inflammation; Biochemistry; Biology; Immunology; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.02737315607383443,"gpt":0.3086575860301383,"spread":0.2812844299563039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002529389,0.0003531798,0.0008637426,0.0001127316,0.0000802644,0.00001250389,0.0003286517,0.0007158955,0.00005132024],"category_scores_gemma":[0.0002593943,0.0003380858,0.0004617551,0.00005703982,0.0002244936,0.000003337926,0.0001039024,0.0001638067,0.00001158931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002297753,"about_ca_system_score_gemma":0.0001707415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.928966e-7,"about_ca_topic_score_gemma":0.000001344817,"domain_scores_codex":[0.9979419,0.0003967303,0.0006633904,0.0005960933,0.00009101615,0.0003109308],"domain_scores_gemma":[0.9986244,0.0001332973,0.0005597433,0.0005326798,0.00009583928,0.00005406676],"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":[0.0003386255,0.00006320633,0.000009028751,0.003153501,0.0002387789,0.000007796697,0.0001137201,0.00000680224,0.2835216,0.000121654,0.00154349,0.7108818],"study_design_scores_gemma":[0.000452978,0.0002918803,0.0001766766,0.0004918947,0.0001905335,0.00008536185,0.0000242341,0.000005878016,0.003431335,0.0002871323,0.994151,0.0004110787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02150659,0.9757077,0.0004987981,0.00006926122,0.0002465729,0.001123477,0.0006518589,0.00002220457,0.0001735644],"genre_scores_gemma":[0.006496932,0.9882941,0.001589007,0.0002416055,0.0009528652,0.0001432707,0.001351791,0.0001591073,0.0007713023],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9926075,"threshold_uncertainty_score":0.9999071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1484037037","doi":"10.1111/j.1750-3639.2012.00599.x","title":"Clinicopathological Correlations in Pituitary Adenomas","year":2012,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Pituitary tumors; Pituitary gland; Pituitary adenoma; Pituitary neoplasm; Pathology; Adenoma; Medicine; Biology; Internal medicine; Hormone","retraction":null,"screen_n_in":null,"score":{"opus":0.1113435137599615,"gpt":0.3886512545857692,"spread":0.2773077408258078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003934231,0.0004423531,0.002126925,0.0003855452,0.00005754665,0.000005393414,0.0001429253,0.0009251867,0.0003692765],"category_scores_gemma":[0.0002626187,0.0003173862,0.0005069469,0.0003120428,0.0001427988,0.00005455432,0.0001095767,0.0007492005,0.001107361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009855935,"about_ca_system_score_gemma":0.0002314278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008104785,"about_ca_topic_score_gemma":0.00002038702,"domain_scores_codex":[0.9975278,0.0004194148,0.0008046644,0.0005609276,0.0001289764,0.000558233],"domain_scores_gemma":[0.9985341,0.0005178507,0.0002113721,0.0005138847,0.00002079834,0.0002019755],"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":[0.00002914339,0.001113282,0.01885182,0.001948349,0.00005894713,0.006115923,0.0001036825,1.31403e-7,9.542243e-8,0.0005089825,0.001440181,0.9698294],"study_design_scores_gemma":[0.001499327,0.0003989736,0.0226135,0.001509767,0.001154609,0.005314038,0.00002083115,0.000001189178,9.601051e-9,0.0003878134,0.9667954,0.0003045805],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002896201,0.9902539,0.00003548681,0.0002496739,0.0005023752,0.001082076,0.00007463629,0.000072698,0.0074395],"genre_scores_gemma":[0.000748387,0.9948878,0.0004700844,0.000618401,0.0002817901,0.0002676749,0.001199732,0.00005288912,0.001473223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9695249,"threshold_uncertainty_score":0.9999278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1900125011","doi":"10.1111/j.1750-3639.2010.00449.x","title":"Oleic Acid Ameliorates Amyloidosis in Cellular and Mouse Models of Alzheimer's Disease","year":2010,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research","keywords":"Genetically modified mouse; Insulin-degrading enzyme; Amyloid precursor protein; Presenilin; Endocrinology; Transgene; Internal medicine; Alzheimer's disease; Neuropathology; Oleic acid; Chemistry; Amyloid (mycology); Amyloid beta; Biochemistry; Insulin; Biology; Medicine; Disease; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.02430405568797102,"gpt":0.2919167050562567,"spread":0.2676126493682857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001985364,0.000172357,0.0003628822,0.0002523675,0.00003900096,0.000008170323,0.00008008234,0.0001240518,0.00008316356],"category_scores_gemma":[0.000134708,0.0001473419,0.00007735976,0.0001790117,0.0003353317,0.00009771035,0.00008546065,0.0002480177,0.00002645197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001008091,"about_ca_system_score_gemma":0.0001527502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004727006,"about_ca_topic_score_gemma":0.00002813654,"domain_scores_codex":[0.9987367,0.0001050919,0.0002494895,0.0003588398,0.0001914605,0.0003584553],"domain_scores_gemma":[0.998928,0.0000735807,0.00006571232,0.0003956866,0.00007363896,0.0004634589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001910958,0.003110643,0.3907526,0.0002300294,0.002302973,0.007255397,0.0007988227,0.00002615816,0.5808491,0.002628006,0.0008134614,0.009321871],"study_design_scores_gemma":[0.01567652,0.0016718,0.672904,0.0001766845,0.002051018,0.0002555968,0.0004187512,0.005394694,0.2811521,0.01921284,0.0002023037,0.0008837608],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886082,0.009464963,0.00002959192,0.001064044,0.00003893018,0.0004441582,0.00007892523,0.00003150524,0.0002396685],"genre_scores_gemma":[0.9987046,0.0001876894,0.0005886408,0.0002687287,0.00003927321,0.00007264798,0.0000802552,0.00002783962,0.00003030026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.299697,"threshold_uncertainty_score":0.6008428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013346068","doi":"10.1111/j.1750-3639.2008.00129.x","title":"Anaplastic Oligodendroglial Tumors: Refining the Correlation among Histopathology, 1p 19q Deletion and Clinical Outcome in Intergroup Radiation Therapy Oncology Group Trial 9402","year":2008,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Oligodendroglioma; Oligodendroglial Tumor; Medicine; Internal medicine; Radiation therapy; Histopathology; Oncology; Chemotherapy; Glioma; Gastroenterology; Pathology; Cancer research; Astrocytoma","retraction":null,"screen_n_in":null,"score":{"opus":0.05170352722047685,"gpt":0.3447209174269278,"spread":0.293017390206451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001256771,0.0002229224,0.0006603781,0.0002684949,0.0001573009,0.000009282573,0.00008931718,0.000414289,0.00002822968],"category_scores_gemma":[0.001197305,0.0001627809,0.0001483991,0.0001929491,0.0005324215,0.00009038878,0.00005396958,0.0005099353,0.00002399481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075658,"about_ca_system_score_gemma":0.00007285856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00011373,"about_ca_topic_score_gemma":0.0004460679,"domain_scores_codex":[0.9970996,0.0009701799,0.0009414238,0.0005116427,0.0001500714,0.0003270466],"domain_scores_gemma":[0.9977304,0.001491826,0.0003532848,0.0002804418,0.00004187292,0.0001021907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008232347,0.0009312827,0.9416462,0.000005992164,0.00002854183,0.002886397,0.0009790146,0.00001634571,0.0003455528,0.000635646,0.0004181863,0.04387455],"study_design_scores_gemma":[0.04612449,0.006302804,0.9425432,0.00002597122,0.00006135474,0.002236728,0.0001018287,0.0009767058,0.00001370571,0.00009350053,0.001387222,0.0001325037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940853,0.0005500379,0.0004479169,0.002680783,0.001167423,0.0007266939,0.00000483854,0.00005426236,0.0002827582],"genre_scores_gemma":[0.9969343,0.0004354923,0.0003825329,0.001432134,0.0004225319,0.00020649,0.00009774968,0.00002575525,0.00006302429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04374204,"threshold_uncertainty_score":0.6638013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983837609","doi":"10.1111/j.1750-3639.2004.tb00071.x","title":"Cellular Damage and Prevention in Childhood Hydrocephalus","year":2004,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":131,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Hydrocephalus; Brain damage; Shunting; Neuroscience; Pathogenesis; White matter; Ventriculomegaly; Medicine; Axon; Myelin; Cerebrospinal fluid; Pathology; Biology; Central nervous system; Surgery; Fetus; Magnetic resonance imaging; Radiology","retraction":null,"screen_n_in":null,"score":{"opus":0.03325073304415376,"gpt":0.3117652833861033,"spread":0.2785145503419495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003800502,0.0005016981,0.001376559,0.0004578995,0.0001085622,0.00004768316,0.0004164845,0.0005408651,0.00008521596],"category_scores_gemma":[0.0005186686,0.0004669364,0.0002661377,0.0005253301,0.0002145188,0.0001243456,0.0002753599,0.0006860528,0.0002090868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001215693,"about_ca_system_score_gemma":0.0002756525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007524635,"about_ca_topic_score_gemma":0.00001485203,"domain_scores_codex":[0.9968731,0.0005730484,0.0006726774,0.001140242,0.0001946294,0.0005463389],"domain_scores_gemma":[0.99892,0.000253002,0.0002605981,0.0004360454,0.000008842907,0.000121545],"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":[0.000008270084,0.0003769224,0.00000527142,0.009132519,0.00001063824,0.002987554,0.0004296778,0.000002663705,0.001399542,0.007510345,0.0001436218,0.977993],"study_design_scores_gemma":[0.00183027,0.0006189283,0.0001949913,0.01052237,0.0002399866,0.004398155,0.00001578486,0.00001123494,0.0003064512,0.01498239,0.965664,0.001215479],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002760418,0.994182,0.00006388911,0.0001046172,0.0003109643,0.000960741,0.00003240852,0.00008658133,0.001498391],"genre_scores_gemma":[0.002010229,0.9962714,0.00008522742,0.0004339411,0.0001521454,0.000100202,0.00004491559,0.00007986757,0.0008221077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9767775,"threshold_uncertainty_score":0.9997782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083818173","doi":"10.1111/j.1750-3639.2002.tb00439.x","title":"Animal Models of Limbic Epilepsies: What Can They Tell Us?","year":2002,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Boulevard; Pharmacy; Medical school; Medicine; Psychology; Library science; Medical education; Family medicine; Engineering; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.1942021444454349,"gpt":0.3979661042093041,"spread":0.2037639597638692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006443319,0.0006333512,0.002023215,0.0007305301,0.0002337068,0.0001038039,0.001998928,0.0005535356,0.0002231054],"category_scores_gemma":[0.001207112,0.0005228054,0.0005607718,0.0009185586,0.001321392,0.000478405,0.0007102651,0.001343771,0.0003290441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005985663,"about_ca_system_score_gemma":0.0003538487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003677656,"about_ca_topic_score_gemma":0.000004154745,"domain_scores_codex":[0.9929088,0.002738795,0.0009386947,0.001696778,0.0005569486,0.001159978],"domain_scores_gemma":[0.9952986,0.002880686,0.0005666668,0.0009409405,0.00006281341,0.0002502398],"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":[0.00008880566,0.001332082,0.00001432564,0.01111443,0.00003797195,0.01217415,0.001221564,0.00003932219,0.1563842,0.002924026,0.005662292,0.8090069],"study_design_scores_gemma":[0.0007796341,0.002301885,0.000009621143,0.002484436,0.0002827627,0.005621374,0.0000457291,0.0003955452,0.01068261,0.0007503264,0.9753991,0.001246928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01489561,0.9802598,0.000005189589,0.0004221646,0.001306812,0.001505461,0.0001796391,0.0001266902,0.001298647],"genre_scores_gemma":[0.00391495,0.9911494,0.00001044753,0.002740394,0.0001467077,0.0001695215,0.000003568694,0.0001089758,0.001756049],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9697369,"threshold_uncertainty_score":0.9997224,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109364195","doi":"10.1111/bpa.12174","title":"Mitotic Index is an Independent Predictor of Recurrence‐Free Survival in Meningioma","year":2014,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":125,"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; Toronto Western Hospital; University of Toronto","funders":"National Cancer Institute; National Institutes of Health","keywords":"Mitotic index; Grading (engineering); Mitosis; Meningioma; Univariate analysis; Multivariate analysis; Internal medicine; Univariate; Medicine; Biology; Oncology; Pathology; Multivariate statistics; Genetics; Statistics; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.02791264221287129,"gpt":0.2791785130833722,"spread":0.2512658708705009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001266188,0.0001809856,0.0004988983,0.0003961104,0.00002998797,0.000008574289,0.0002972183,0.0001911541,0.0001817795],"category_scores_gemma":[0.0006365074,0.000168557,0.00007903745,0.0002787482,0.0001228654,0.00007440759,0.0001759719,0.0002259834,0.00001929714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004059137,"about_ca_system_score_gemma":0.00005551804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004489997,"about_ca_topic_score_gemma":0.0000454936,"domain_scores_codex":[0.9979361,0.0003459817,0.0005053395,0.0004603309,0.0003852275,0.0003669831],"domain_scores_gemma":[0.9987085,0.0001535501,0.0001573547,0.0007605454,0.00006901572,0.0001509605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007991147,0.0009824177,0.9354679,0.0004020436,0.0001135957,0.003482185,0.006150758,0.00002685237,0.01696763,0.01420092,0.006539514,0.01486706],"study_design_scores_gemma":[0.00470158,0.001837396,0.9824767,0.0001197926,0.00005540536,0.0005328833,0.0003960044,0.002250273,0.001026306,0.004431866,0.001932333,0.0002395059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888762,0.00007429538,0.001637298,0.001503055,0.0004625243,0.0003620874,0.00001097272,0.00004450264,0.00702904],"genre_scores_gemma":[0.9977977,0.000001858585,0.001111827,0.0003225768,0.0001418189,0.00002968271,0.00002731563,0.00001907963,0.0005481691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04700875,"threshold_uncertainty_score":0.6873553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1486174444","doi":"10.1111/j.1750-3639.2010.00416.x","title":"Analysis of TSC Cortical Tubers by Deep Sequencing of TSC1, TSC2 and KRAS Demonstrates that Small Second‐Hit Mutations in these Genes are Rare Events","year":2010,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Tuberous Sclerosis Complex Research","field":"Medicine","cited_by":122,"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":"National Institute of Neurological Disorders and Stroke; National Institutes of Health","keywords":"TSC1; Tuberous sclerosis; TSC2; KRAS; Biology; Mutation; Exon; Point mutation; Coding region; Gene; Cancer research; Genetics; Pathology; Medicine; PI3K/AKT/mTOR pathway; Signal transduction","retraction":null,"screen_n_in":null,"score":{"opus":0.04662428903226076,"gpt":0.3055223138071808,"spread":0.2588980247749201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005974105,0.0001596861,0.0006636173,0.0005828468,0.00004462587,0.000007327515,0.0001564698,0.0002171061,0.0003626334],"category_scores_gemma":[0.0008704014,0.0001460257,0.000119823,0.0006610957,0.0006106209,0.00005336977,0.00009462197,0.000435059,0.000003006248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003839638,"about_ca_system_score_gemma":0.000116963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001450938,"about_ca_topic_score_gemma":0.007858535,"domain_scores_codex":[0.9982699,0.0003088587,0.0004614096,0.0003755173,0.0002262667,0.0003580482],"domain_scores_gemma":[0.9982867,0.0008813061,0.0001697913,0.0003675103,0.0001455317,0.0001492007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003742019,0.00008928726,0.572744,0.00005007892,0.000147399,0.00007171663,0.0009411279,0.00003382572,0.4245365,0.00008282815,0.00001649239,0.001249384],"study_design_scores_gemma":[0.0009304925,0.0001536816,0.9743221,0.00004092688,0.0002895613,0.0001683776,0.002105868,0.003093646,0.01854054,0.0002218196,0.00001551103,0.0001174151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997996,0.0003552508,0.000209203,0.0008296465,0.00003573752,0.0003029678,0.00009565733,0.0000189786,0.0001565908],"genre_scores_gemma":[0.9981902,0.00002280265,0.001359992,0.0001950895,0.00001343304,0.00002869698,0.00008451586,0.00002054657,0.00008469882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.405996,"threshold_uncertainty_score":0.5954754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2109277172","doi":"10.1111/j.1750-3639.2000.tb00251.x","title":"Temperature Modulation (Hypothermic and Hyperthermic Conditions) and Its Influence on Histological and Behavioral Outcomes Following Cerebral Ischemia","year":2000,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan; Memorial University of Newfoundland","funders":"Medical Research Council","keywords":"Medicine; Hypothermia; Neuroprotection; Ischemia; Anesthesia; Stroke (engine); Brain damage; Brain ischemia; Hyperthermia; Exacerbation; Targeted temperature management; Insult; Internal medicine; Resuscitation; Return of spontaneous circulation; Cardiopulmonary resuscitation","retraction":null,"screen_n_in":null,"score":{"opus":0.04057931528892341,"gpt":0.36499323401074,"spread":0.3244139187218166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002072469,0.0004552091,0.001572349,0.0002486611,0.00009934997,0.00001789469,0.00007565347,0.0008095865,0.0001320918],"category_scores_gemma":[0.0002706831,0.0003284724,0.0001452,0.0001232601,0.0002634526,0.00008377726,0.00004883771,0.0006097805,0.00002170581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000746247,"about_ca_system_score_gemma":0.00007810909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000271799,"about_ca_topic_score_gemma":0.000001446455,"domain_scores_codex":[0.9981495,0.0002392189,0.0005091607,0.0006429654,0.0001836849,0.0002754864],"domain_scores_gemma":[0.9989508,0.0003775907,0.0001954827,0.0002749617,0.00002985835,0.0001712549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001261681,0.0003028379,0.0158602,0.005746395,0.0002791619,0.001759333,0.0007000139,0.000005481128,0.004643556,0.0007054418,0.0005791344,0.9692923],"study_design_scores_gemma":[0.01002685,0.002606781,0.485034,0.01987927,0.004743452,0.02202482,0.0001231265,0.00009286113,0.00003750712,0.0005362863,0.4525323,0.00236277],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5702486,0.4285534,3.381145e-7,0.0003747572,0.00007262704,0.0005805364,0.00002360427,0.00006156714,0.00008455903],"genre_scores_gemma":[0.4153538,0.5775667,0.0002921969,0.002971139,0.0001944793,0.000181624,0.0003706012,0.0001863037,0.002883059],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9669295,"threshold_uncertainty_score":0.9999167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972040632","doi":"10.1111/j.1750-3639.2009.00285.x","title":"Diffuse Leptomeningeal Glioneuronal Tumors: A New Entity?","year":2009,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Pathology; Lesion; Third ventricle; Anatomy; Magnetic resonance imaging; Medicine; Population; Pathological; Cistern; Radiology","retraction":null,"screen_n_in":null,"score":{"opus":0.01560495386183491,"gpt":0.2782559058137004,"spread":0.2626509519518654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008022154,0.0001476769,0.0002824178,0.0001509459,0.00005147841,0.00001412686,0.0000663775,0.00008265675,0.0002444862],"category_scores_gemma":[0.0001435511,0.0001245266,0.0001072006,0.0001517204,0.0000428645,0.00004369129,0.0000265778,0.0001262841,0.0002338648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004018981,"about_ca_system_score_gemma":0.00007196768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001270603,"about_ca_topic_score_gemma":0.000005875624,"domain_scores_codex":[0.9989994,0.0000492932,0.0001904876,0.0003073759,0.0001518831,0.0003015401],"domain_scores_gemma":[0.9993857,0.00006919661,0.00005233887,0.0002550208,0.00002549186,0.0002122644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000873128,0.009502187,0.1835538,0.00005280739,0.0001905405,0.05533395,0.002409659,0.000009625957,0.2845563,0.0239347,0.2593397,0.1802437],"study_design_scores_gemma":[0.00859649,0.00259793,0.9537799,0.00005717653,0.00009735032,0.004867355,0.00003971436,0.0000299493,0.006189756,0.00267758,0.02085094,0.0002158545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728853,0.0002769025,0.0001091061,0.02402753,0.0001199749,0.0002186845,0.0000046413,0.0001000775,0.002257854],"genre_scores_gemma":[0.9904286,0.00001540616,0.001157488,0.00693818,0.0002730795,0.0000133091,0.00003250889,0.00001332324,0.001128082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7702261,"threshold_uncertainty_score":0.5078048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061954667","doi":"10.1111/j.1750-3639.2004.tb00066.x","title":"A Pathogenic Peripherin Gene Mutation in a Patient with Amyotrophic Lateral Sclerosis","year":2004,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Hereditary Neurological Disorders","field":"Neuroscience","cited_by":114,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Aging","keywords":"Peripherin; Mutation; Neurofilament; Intermediate filament; Amyotrophic lateral sclerosis; Biology; Motor neuron; Mutant; Gene mutation; Cell biology; Genetics; Spinal cord; Gene; Pathology; Neuroscience; Medicine; Immunology; Cell; Disease; Cytoskeleton","retraction":null,"screen_n_in":null,"score":{"opus":0.02411780715651658,"gpt":0.2232061811073727,"spread":0.1990883739508562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009782552,0.0001962901,0.0002139207,0.000121885,0.00007498405,0.0000202937,0.0001915951,0.000126194,0.00007421831],"category_scores_gemma":[0.0004449874,0.0001639626,0.00005015821,0.0004417952,0.0002238396,0.0001320278,0.00007079034,0.0002503425,0.00009657186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000611247,"about_ca_system_score_gemma":0.00005642423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002872781,"about_ca_topic_score_gemma":0.0001131549,"domain_scores_codex":[0.9980227,0.0003719151,0.0002745571,0.000656235,0.0001971172,0.0004774449],"domain_scores_gemma":[0.9994497,0.0001134035,0.00007845939,0.0002537819,0.0000169485,0.00008776232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000191526,0.000271926,0.001049028,0.000007371656,0.000001542404,0.01183817,0.001246498,0.006391216,0.974347,0.0004473785,0.00001277662,0.004195575],"study_design_scores_gemma":[0.0128328,0.01297902,0.8040302,0.00009514568,0.00002649048,0.0128476,0.0003257537,0.001088458,0.1355288,0.01785595,0.000745166,0.001644622],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961979,0.00003118697,0.0003611395,0.002510682,0.0001262323,0.0003850967,0.00001924932,0.0001094907,0.0002589764],"genre_scores_gemma":[0.9914375,0.0000182261,0.0008245889,0.007522257,0.00002297428,0.0001246202,0.000006586652,0.00002822113,0.00001502127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8388183,"threshold_uncertainty_score":0.6686199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1865241187","doi":"10.1111/j.1750-3639.2010.00466.x","title":"Axonal Loss and Neurofilament Phosphorylation Changes Accompany Lesion Development and Clinical Progression in Multiple Sclerosis","year":2010,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Deutsche Forschungsgemeinschaft; Multiple Sclerosis Society of Canada","keywords":"Neurofilament; Multiple sclerosis; Pathology; Amyotrophic lateral sclerosis; Lesion; Myelin; Microglia; Medicine; Spinal cord; Parenchyma; Biology; Central nervous system; Neuroscience; Inflammation; Disease; Immunology; Immunohistochemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.1214160385666235,"gpt":0.3684599635882988,"spread":0.2470439250216753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008635977,0.0001359185,0.0002827748,0.0001228903,0.00009255003,0.00001820944,0.00006177114,0.0002340407,0.00004286172],"category_scores_gemma":[0.0004721706,0.0001061276,0.00002173785,0.0001025972,0.0002884962,0.00004890347,0.0002190438,0.0005017019,0.00001169376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003354632,"about_ca_system_score_gemma":0.00007074538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001340646,"about_ca_topic_score_gemma":0.0002644275,"domain_scores_codex":[0.9985492,0.0001587546,0.0003220194,0.0004394796,0.0002249844,0.0003055145],"domain_scores_gemma":[0.9992555,0.0002765581,0.00007455215,0.0001655108,0.00004932451,0.0001785193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002584736,0.0001613647,0.6195878,0.00002553064,0.000005070011,0.00009720137,0.0002874554,1.451664e-7,0.1398415,0.00002519713,0.00008182695,0.2396284],"study_design_scores_gemma":[0.00236175,0.0003384556,0.9906639,0.0001040615,0.000005822669,0.0001193427,0.00002472396,0.0004535422,0.004362368,0.0000278348,0.0014366,0.0001015961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918752,0.000137718,0.0000324314,0.007224247,0.0001440812,0.0005263677,0.000001623017,0.00003028154,0.00002806213],"genre_scores_gemma":[0.9927675,0.0002095683,0.006102327,0.0006557789,0.0001002414,0.00005779752,0.00001913545,0.00001711301,0.000070506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3710761,"threshold_uncertainty_score":0.432776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026199497","doi":"10.1111/j.1750-3639.2000.tb00249.x","title":"Leukocyte Recruitment and the Acute Inflammatory Response","year":2000,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Cell Adhesion Molecules Research","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Intravital microscopy; Integrin; Inflammation; Immunology; Inflammatory response; Selectin; Microcirculation; Biology; Cell biology; Medicine; Neuroscience; Cell; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.09023911791277905,"gpt":0.4060862298903862,"spread":0.3158471119776072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002476085,0.0003917511,0.001785971,0.0003537086,0.0001124808,0.0000249095,0.0002806403,0.0005254505,0.0003312408],"category_scores_gemma":[0.0008155379,0.0002248902,0.0004199979,0.0002440279,0.0008052089,0.00001726808,0.0002957677,0.0009773211,0.0005253897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001555335,"about_ca_system_score_gemma":0.0005754004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001864729,"about_ca_topic_score_gemma":0.00000157802,"domain_scores_codex":[0.9945932,0.003390834,0.0006243216,0.0006059721,0.0003272881,0.0004583938],"domain_scores_gemma":[0.9961873,0.002423273,0.0001792959,0.0009689772,0.00004392245,0.0001971739],"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":[0.002323549,0.00002690114,0.000001605587,0.001995794,0.0001864481,0.006187857,0.0001442337,2.174083e-8,0.00003967308,0.00006664796,0.009118575,0.9799087],"study_design_scores_gemma":[0.002045373,0.0002653989,0.00005883647,0.001627407,0.0004465821,0.009029735,0.000009919125,0.000001417151,0.000006645023,0.00005147877,0.9862769,0.0001803455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005576926,0.9905993,0.000005600263,0.003625524,0.00008805589,0.003542544,0.00001665754,0.00005408658,0.001510502],"genre_scores_gemma":[0.000001670202,0.9800026,0.0001426119,0.002164659,0.0001363579,0.0009222706,0.00006095914,0.00007793344,0.01649095],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9797283,"threshold_uncertainty_score":0.9170757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1952429608","doi":"10.1111/bpa.12043","title":"<scp><i>PDGFRA</i></scp> Amplification is Common in Pediatric and Adult High‐Grade Astrocytomas and Identifies a Poor Prognostic Group in <scp>IDH</scp>1 Mutant Glioblastoma","year":2013,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":107,"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":"National Cancer Institute; National Institute of Neurological Disorders and Stroke; University of California, San Francisco; National Institutes of Health","keywords":"PDGFRA; Isocitrate dehydrogenase; Fluorescence in situ hybridization; Cancer research; IDH1; Astrocytoma; Glioma; Biology; Medicine; Internal medicine; Mutant; Genetics; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.008471435221019487,"gpt":0.2372966082950622,"spread":0.2288251730740427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002732692,0.000373972,0.0006620389,0.0007456921,0.00008698749,0.00008500943,0.0001209635,0.0003099773,0.00001055393],"category_scores_gemma":[0.001367815,0.0003353277,0.00006590683,0.0006050715,0.0001933461,0.0001992835,0.0001284381,0.0003268376,0.00008000046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007906279,"about_ca_system_score_gemma":0.00003727093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003538909,"about_ca_topic_score_gemma":0.001032142,"domain_scores_codex":[0.9974639,0.000234467,0.0006255984,0.0007781306,0.0002546106,0.0006432926],"domain_scores_gemma":[0.997503,0.001560594,0.0002334278,0.0003610499,0.0001012079,0.0002407344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002124318,0.00107576,0.966811,0.000248445,0.0000344187,0.001388751,0.002947066,0.000001526061,0.02007022,0.0005809674,0.004442961,0.00237764],"study_design_scores_gemma":[0.004729272,0.001113372,0.9838911,0.0001007057,0.000126575,0.0009606243,0.001480283,0.0001725307,0.005638328,0.001420834,0.0002885921,0.00007780426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936694,0.001882562,0.00002306584,0.002513413,0.0001199195,0.001594096,0.00003488336,0.00008041485,0.00008223738],"genre_scores_gemma":[0.9964668,0.0006960642,0.0004981871,0.001180927,0.0001193876,0.0008380263,0.00008149607,0.00004786088,0.0000712526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01708008,"threshold_uncertainty_score":0.9999099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007927189","doi":"10.1111/j.1750-3639.2004.tb00067.x","title":"Gene Expression Profiling Reveals Unique Molecular Subtypes of Neurofibromatosis Type I‐associated and Sporadic Malignant Peripheral Nerve Sheath Tumors","year":2004,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"Stanford Bio-X","keywords":"Neurofibromatosis; Gene expression profiling; Gene signature; Biology; Gene expression; Cancer research; DNA microarray; Pathology; Gene; Medicine; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.01503173625435746,"gpt":0.253805547607679,"spread":0.2387738113533216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003024811,0.0002433468,0.0006278031,0.0001510727,0.00007468816,0.00001294821,0.00009474298,0.0001902723,0.00002132801],"category_scores_gemma":[0.0003953939,0.0002084486,0.0001074365,0.0002819248,0.0001402506,0.0000670111,0.00008767639,0.0001815382,0.000003515922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000393545,"about_ca_system_score_gemma":0.0001344462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002415289,"about_ca_topic_score_gemma":0.00000113445,"domain_scores_codex":[0.9982486,0.000234779,0.000487375,0.0004782841,0.0001992421,0.0003517401],"domain_scores_gemma":[0.9990657,0.00007398576,0.0002214617,0.0003555585,0.0001174222,0.0001658831],"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":[0.0001683114,0.0001397295,0.0553977,0.0001261045,0.00001831104,0.004488251,0.0001792198,0.00001402336,0.9382675,0.001084897,0.00007122679,0.00004469962],"study_design_scores_gemma":[0.001570303,0.001498593,0.121158,0.0003853154,0.00005861975,0.0037811,0.00007727419,0.00001115331,0.8700666,0.001180605,0.000009170277,0.0002032536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975431,0.0008432739,0.00007830476,0.0007121813,0.00009554278,0.0004374225,0.00002576885,0.00009021256,0.0001741843],"genre_scores_gemma":[0.9920454,0.0000352482,0.007054686,0.0006290093,0.00003036277,0.00001706169,0.00006628452,0.00005336337,0.00006859306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06820089,"threshold_uncertainty_score":0.8500289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2907746588","doi":"10.1111/bpa.12696","title":"Animal prion diseases: the risks to human health","year":2018,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Prion Diseases and Protein Misfolding","field":"Biochemistry, Genetics and Molecular Biology","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Bovine spongiform encephalopathy; Chronic wasting disease; Scrapie; Disease; Transmission (telecommunications); Virology; Biology; Population; Transmissible spongiform encephalopathy; Fatal familial insomnia; Kuru; Prion protein; Medicine; Environmental health; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.0710913237361019,"gpt":0.4188610063114351,"spread":0.3477696825753332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000553589,0.000382716,0.0007501142,0.00008133939,0.0003466794,0.00004237841,0.0006949197,0.0003595632,0.00006361115],"category_scores_gemma":[0.00032859,0.0002696218,0.0004783996,0.0001530183,0.0001507585,0.000001749951,0.0005491548,0.0002061882,0.000138484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004287826,"about_ca_system_score_gemma":0.0004017028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001464511,"about_ca_topic_score_gemma":0.00002638596,"domain_scores_codex":[0.9973024,0.0008049015,0.0004837348,0.0007846227,0.0001263199,0.000498063],"domain_scores_gemma":[0.9983726,0.00004717855,0.0003298696,0.0009358017,0.00004786133,0.0002666514],"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":[0.00002255005,0.00004924456,0.00001239778,0.001472539,0.00006766201,0.00002206208,0.00003256674,2.440341e-7,0.0001569143,0.0001756013,0.05686532,0.9411229],"study_design_scores_gemma":[0.0001224247,0.0007520982,0.0001529458,0.0006691696,0.00009915332,0.00009251621,0.00001017069,2.218913e-7,0.000008840154,0.00007056152,0.9977263,0.0002956044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004496204,0.9967321,0.0002433708,0.0007467402,0.0002112495,0.001239133,0.0002709655,0.0000270232,0.00007983361],"genre_scores_gemma":[0.0002842175,0.9936129,0.0001516464,0.003267665,0.001327071,0.0003118606,0.000724695,0.00007145666,0.0002484523],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.940861,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999672519","doi":"10.1111/j.1750-3639.2002.tb00445.x","title":"The Clinical Course of Experimental Autoimmune Encephalomyelitis is Associated with a Profound and Sustained Transcriptional Activation of the Genes Encoding Toll‐like Receptor 2 and CD14 in the Mouse CNS","year":2002,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Medical Research Council; National Multiple Sclerosis Society","keywords":"Myelin oligodendrocyte glycoprotein; Experimental autoimmune encephalomyelitis; TLR2; Immunology; Biology; Encephalomyelitis; Choroid plexus; Innate immune system; Multiple sclerosis; Proinflammatory cytokine; CD14; Immune system; Central nervous system; Neuroscience; Inflammation","retraction":null,"screen_n_in":null,"score":{"opus":0.02226046187187095,"gpt":0.2697722274686374,"spread":0.2475117655967664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009844798,0.0001075756,0.0002168553,0.00004057054,0.0002302496,0.000009281554,0.0001499696,0.0001904821,0.0000544584],"category_scores_gemma":[0.0002540897,0.00005683803,0.00004958226,0.0001121062,0.0008576021,0.00008337037,0.00003577067,0.0002091833,0.000001171019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001988305,"about_ca_system_score_gemma":0.00004461184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001613485,"about_ca_topic_score_gemma":0.00001968854,"domain_scores_codex":[0.9980232,0.001193193,0.0003980963,0.0001597928,0.00004765239,0.0001781121],"domain_scores_gemma":[0.9986129,0.0009009088,0.0002363643,0.0001810166,0.00006309349,0.000005743289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003849917,0.0001688444,0.00490773,0.00000685852,0.00007732512,0.000002146423,0.01111203,7.906645e-7,0.9776253,0.001454564,0.000410836,0.003848611],"study_design_scores_gemma":[0.006830117,0.001512519,0.6633316,0.0001195668,0.00006735166,0.0003320871,0.02565193,0.0001068522,0.288911,0.0002199543,0.01263039,0.0002866554],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925706,0.003573881,0.00001763671,0.003252008,0.0001062133,0.0003883459,0.00001458171,0.000007836402,0.00006884981],"genre_scores_gemma":[0.9986259,0.000330032,0.0000141232,0.0002346844,0.00001074186,0.00003953285,0.00002206051,0.000006719056,0.0007161989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6887143,"threshold_uncertainty_score":0.3159871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085399699","doi":"10.1111/j.1750-3639.2009.00337.x","title":"FUS‐Immunoreactive Intranuclear Inclusions in Neurodegenerative Disease","year":2009,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":93,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; University of British Columbia; Ottawa Hospital; Ontario Institute for Cancer Research","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche sur Alzheimer; Physicians' Services Incorporated Foundation; Ludwig Institute for Cancer Research","keywords":"Frontotemporal lobar degeneration; Pathology; Spinocerebellar ataxia; Biology; Frontotemporal dementia; Neurodegeneration; Inclusion bodies; Cytoplasmic inclusion; Ataxia; Disease; Medicine; Neuroscience; Dementia; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.02075264107401103,"gpt":0.2778341721085247,"spread":0.2570815310345136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001464342,0.0002849239,0.0002794657,0.0002658039,0.0002370558,0.00003739413,0.0004256951,0.00007687712,0.0001143401],"category_scores_gemma":[0.00268242,0.0002803827,0.00009741668,0.000508945,0.0002753487,0.0001607925,0.0001789823,0.000327035,0.0001457152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005208721,"about_ca_system_score_gemma":0.0001276973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000461685,"about_ca_topic_score_gemma":0.00001395928,"domain_scores_codex":[0.9968826,0.001095235,0.0003298145,0.0009243057,0.000240829,0.0005272187],"domain_scores_gemma":[0.9986718,0.0004184606,0.00009703417,0.0005218475,0.0000438583,0.0002470537],"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":[0.0001870294,0.0004580507,0.0005078939,0.00000282119,0.000001028412,0.001236199,0.0007967727,0.0005167879,0.9801666,0.01140765,0.0007475803,0.003971611],"study_design_scores_gemma":[0.00154179,0.0005840982,0.4057784,0.00001873034,0.00001766953,0.0001029247,0.00009675961,0.0008522242,0.574178,0.01421907,0.002046761,0.0005635296],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868214,0.00007617113,0.0002007004,0.009782123,0.0002484419,0.0004705511,0.00007732231,0.0001083575,0.002214951],"genre_scores_gemma":[0.9767928,0.00004941088,0.0001749123,0.02250122,0.00008431817,0.00004441239,0.00001179252,0.00002892277,0.000312243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4059886,"threshold_uncertainty_score":0.9999648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2566035051","doi":"10.1111/bpa.12457","title":"cIMPACT‐NOW (the consortium to inform molecular and practical approaches to CNS tumor taxonomy): a new initiative in advancing nervous system tumor classification","year":2016,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Glioma Diagnosis 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":"University of Calgary; SickKids Foundation; University of Toronto; Hospital for Sick Children; Princess Margaret Cancer Centre","funders":"","keywords":"Central nervous system; Computer science; Neuroscience; Brain tumor; Medicine; Bioinformatics; Pathology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.1122006685188808,"gpt":0.303788866581012,"spread":0.1915881980621312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003909198,0.0001827683,0.0003611603,0.0002069752,0.00005728284,0.00001997405,0.00005483101,0.00006325971,0.00001442493],"category_scores_gemma":[0.001450406,0.0001086069,0.00004608843,0.0002770854,0.00007528217,0.00009739419,0.00007652308,0.0001119557,0.00009179501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002523438,"about_ca_system_score_gemma":0.0002327417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002211057,"about_ca_topic_score_gemma":0.00009370449,"domain_scores_codex":[0.9986503,0.0001426826,0.0003431763,0.0003651176,0.0001336271,0.0003650689],"domain_scores_gemma":[0.9986144,0.0005580221,0.0001300871,0.0003280157,0.00004723876,0.0003221954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00368454,0.002638867,0.3176276,0.0006315144,0.0005896511,0.03919639,0.01550657,0.0001123693,0.2678114,0.1043946,0.03860957,0.209197],"study_design_scores_gemma":[0.009810799,0.003443776,0.8872001,0.0009531415,0.0003060406,0.01459771,0.01185188,0.0003874612,0.03379769,0.0004053754,0.0365122,0.0007338541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083842,0.00007949337,0.006079061,0.08227547,0.00006137649,0.001795038,0.00001245829,0.00004298264,0.001269916],"genre_scores_gemma":[0.9886374,0.00000225065,0.004946582,0.005456923,0.00005552464,0.0008302603,0.000005736346,0.00001919978,0.00004614623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5695725,"threshold_uncertainty_score":0.4428861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1754241820","doi":"10.1111/bpa.12023","title":"Chromatin Remodeling Defects in Pediatric and Young Adult Glioblastoma: A Tale of a Variant <scp>H</scp>istone 3 Tail","year":2013,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research; Deutsche Krebshilfe; Genome Canada; Cancer Research Institute","keywords":"Chromatin; Chromatin remodeling; Cancer research; Histone; Mutation; Biology; Somatic cell; Glioma; Germline mutation; Cancer; Isocitrate dehydrogenase; Medicine; Genetics; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.01791892834449402,"gpt":0.282561130408569,"spread":0.2646422020640749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000403445,0.0005431281,0.002598944,0.0008623027,0.00004477116,0.00001549738,0.0001376772,0.0006592344,0.00001516078],"category_scores_gemma":[0.001743185,0.0004296822,0.0003402807,0.0006239405,0.0001131589,0.00005116322,0.0001584387,0.0004281791,0.0000757726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001310732,"about_ca_system_score_gemma":0.0002580786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001124921,"about_ca_topic_score_gemma":0.0001199824,"domain_scores_codex":[0.9971391,0.0003438102,0.001027883,0.000746161,0.0002278791,0.0005151754],"domain_scores_gemma":[0.9975915,0.0009363662,0.0006335567,0.0005236535,0.0001333096,0.0001816364],"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":[0.00005090582,0.004437768,0.007568898,0.1213305,0.0006346912,0.03151874,0.003938232,0.000008697832,0.0006271382,0.001329478,0.01240888,0.8161461],"study_design_scores_gemma":[0.06280508,0.01996783,0.03866089,0.1312716,0.03816429,0.2406749,0.002351137,0.002048685,0.0004765982,0.002372698,0.4568008,0.004405415],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1879171,0.8098403,0.000022184,0.00004628296,0.0001599644,0.00148353,0.00003832177,0.00003846924,0.000453862],"genre_scores_gemma":[0.01072453,0.986408,0.001587028,0.00009156104,0.0001938432,0.0006316998,0.00008788928,0.0000910404,0.000184408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8117406,"threshold_uncertainty_score":0.9998155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165822352","doi":"10.1111/bpa.12955","title":"The role of interferons type I, II and III in myositis: A review","year":2021,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Inflammatory Myopathies and Dermatomyositis","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Myositis; Dermatomyositis; Antisynthetase syndrome; Immunology; Inclusion body myositis; Interferon; Context (archaeology); Medicine; Biology; Pathology; Antibody; Autoantibody","retraction":null,"screen_n_in":null,"score":{"opus":0.01652920634721396,"gpt":0.3225450297801793,"spread":0.3060158234329654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006238235,0.0002536694,0.002091369,0.0001088916,0.00008198916,0.000007370304,0.0001365533,0.0002943019,0.00006743563],"category_scores_gemma":[0.0004351435,0.0001694414,0.0002359788,0.0002887638,0.0001915028,0.00001942811,0.0002832329,0.0004699587,0.00001261449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003789491,"about_ca_system_score_gemma":0.0003315875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006553784,"about_ca_topic_score_gemma":0.00001446946,"domain_scores_codex":[0.9980406,0.0004689326,0.0008100536,0.0003111116,0.0001064343,0.0002629301],"domain_scores_gemma":[0.9987072,0.0003464568,0.0002868939,0.0005032243,0.00009100053,0.00006519991],"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":[0.0000110051,0.00002794031,0.00001440018,0.02003949,0.00005663595,0.001161181,0.0001993838,3.760188e-9,0.000004896725,0.001347153,0.004651939,0.972486],"study_design_scores_gemma":[0.0002274726,0.0001574088,0.00002413605,0.07151122,0.0003435257,0.007559651,0.00008067532,7.112567e-7,0.000001986897,0.00004969556,0.9199191,0.0001243622],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008013474,0.9959165,0.000001814204,0.0006828662,0.0001696481,0.0007320259,0.00001226023,0.00001531848,0.002389452],"genre_scores_gemma":[0.0000510197,0.9981696,0.00006069465,0.001073522,0.00007492019,0.0000968103,0.00006535753,0.00003245299,0.0003756317],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9723616,"threshold_uncertainty_score":0.6909621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2899415108","doi":"10.1111/bpa.12645","title":"Myelin water imaging to detect demyelination and remyelination and its validation in pathology","year":2018,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"","keywords":"Myelin; Remyelination; Multiple sclerosis; Pathology; Spinal cord; White matter; Magnetic resonance imaging; Luxol fast blue stain; Medicine; In vivo; Central nervous system; Biology; Neuroscience; Radiology; Immunology","retraction":null,"screen_n_in":null,"score":{"opus":0.07827728153755555,"gpt":0.3965013346726283,"spread":0.3182240531350727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002471852,0.0004136856,0.001417745,0.001209336,0.0001235256,0.00003277625,0.0001190512,0.0004318802,0.00003306656],"category_scores_gemma":[0.004189909,0.0003108766,0.00009949084,0.0003130373,0.0001776242,0.0001122897,0.0004311151,0.0004809167,0.00009999082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001881331,"about_ca_system_score_gemma":0.00008113865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006153482,"about_ca_topic_score_gemma":0.00003771572,"domain_scores_codex":[0.996418,0.0009717366,0.0008004749,0.0009711306,0.0002566653,0.0005820121],"domain_scores_gemma":[0.9985264,0.0005573768,0.0001665106,0.0003046208,0.0002825401,0.0001625467],"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":[0.00003629033,0.00002341627,0.0001483716,0.004029488,0.00002579113,0.0002422492,0.0006752905,2.282693e-7,0.002122679,0.00002167053,0.0004471959,0.9922273],"study_design_scores_gemma":[0.002919739,0.0008524008,0.01410103,0.009092807,0.0004764438,0.003242523,0.000122477,0.0003849447,0.0006365617,0.0005420361,0.9666513,0.0009777065],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01335209,0.9794715,0.0005110379,0.00361768,0.0002199097,0.002569541,0.00003153541,0.00007143834,0.0001552738],"genre_scores_gemma":[0.003102599,0.9933769,0.001730468,0.0004458229,0.0003803066,0.0004612115,0.0002370858,0.00007027424,0.0001953373],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9912496,"threshold_uncertainty_score":0.9999343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096208378","doi":"10.1111/bpa.12918","title":"Intracranial mesenchymal tumor with FET‐CREB fusion—A unifying diagnosis for the spectrum of intracranial myxoid mesenchymal tumors and angiomatoid fibrous histiocytoma‐like neoplasms","year":2020,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"NIH Office of the Director; University of California, San Francisco; National Institutes of Health","keywords":"Mesenchymal stem cell; Medicine; Pathology; Mesenchymal Tumor; Radiology; Immunohistochemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.0167239138300788,"gpt":0.2467110058230289,"spread":0.2299870919929501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003019756,0.0004126019,0.0008873943,0.0001367257,0.0002851264,0.00003255255,0.000204051,0.0001328607,0.0001305869],"category_scores_gemma":[0.0005412049,0.0002731621,0.0002090078,0.0003614389,0.0004628759,0.00008569332,0.0001447113,0.0002675835,0.00001087261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006907761,"about_ca_system_score_gemma":0.0001939845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001183809,"about_ca_topic_score_gemma":0.0001864165,"domain_scores_codex":[0.9976763,0.0001469906,0.000567247,0.0006837409,0.0003369774,0.0005888076],"domain_scores_gemma":[0.9972715,0.001675921,0.0002736819,0.0003826166,0.0001003826,0.0002959286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01216341,0.002725105,0.8391717,0.001274002,0.001284571,0.03286359,0.0110018,0.00009546003,0.02283914,0.004362607,0.007804073,0.06441452],"study_design_scores_gemma":[0.02257109,0.01392565,0.8933868,0.0004927093,0.001588347,0.03317745,0.002889593,0.006264757,0.01651181,0.0006747404,0.007405826,0.001111154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648365,0.002111244,0.0007961379,0.03017692,0.0002041176,0.001561635,0.0001337821,0.0001024261,0.00007721253],"genre_scores_gemma":[0.9916525,0.0001564356,0.004832193,0.002356058,0.0004736673,0.0003895497,0.00004729793,0.0000686257,0.0000236515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06330337,"threshold_uncertainty_score":0.999972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004318097","doi":"10.1111/j.1750-3639.2000.tb00250.x","title":"The Initiation of the Microglial Response","year":2000,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Microglia; Cortical spreading depression; Depolarization; Ischemia; Immune system; In vitro; Calcium; Macrophage; Cell biology; Neuroscience; Biology; Chemistry; Pathology; Medicine; Immunology; Inflammation; Biophysics; Internal medicine; Biochemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.06995609545933412,"gpt":0.3310317954143018,"spread":0.2610756999549677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000713126,0.0002140131,0.0004281116,0.00009868827,0.0003682304,0.00004053154,0.0006799407,0.0001893776,0.00006629242],"category_scores_gemma":[0.002936681,0.0001174073,0.0002961549,0.0003416223,0.0002341155,0.00004158797,0.0001103202,0.0003441284,0.0001628801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002009069,"about_ca_system_score_gemma":0.000251535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.726204e-7,"about_ca_topic_score_gemma":0.000001994955,"domain_scores_codex":[0.9935177,0.005052844,0.0006158171,0.0003862405,0.0002196874,0.0002077163],"domain_scores_gemma":[0.9958771,0.002872463,0.0005262512,0.0006698577,0.00002410644,0.00003024661],"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":[0.0001040943,0.00003335506,7.606087e-8,0.0003183605,0.000003293959,0.00009242943,0.0001227291,0.000002306744,0.128886,0.01155908,0.002408539,0.8564698],"study_design_scores_gemma":[0.0001080457,0.00004740445,0.000001622973,0.0001364107,0.0000273028,0.0006010861,0.000001483295,0.000003882078,0.038675,0.0003030002,0.9599949,0.00009987348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003325561,0.9829543,0.00009198099,0.00452244,0.003919458,0.002621486,0.0002941308,0.0001667378,0.002103923],"genre_scores_gemma":[0.0001126955,0.99314,0.00001649296,0.002014012,0.0001049195,0.00007753777,0.000004357961,0.00003737409,0.004492648],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9575863,"threshold_uncertainty_score":0.4787733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011150024","doi":"10.1111/j.1750-3639.2004.tb00065.x","title":"Genetic and Expression Profiles of Cerebellar Liponeurocytomas","year":2004,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":81,"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":"","keywords":"Medulloblastoma; Cerebellum; Fourth ventricle; Biology; Central neurocytoma; Pathology; Isochromosome; Missense mutation; Genetics; Mutation; Neuroscience; Gene; Anatomy; Chromosome; Medicine; Karyotype; Magnetic resonance imaging","retraction":null,"screen_n_in":null,"score":{"opus":0.01290329056596639,"gpt":0.2555569222028639,"spread":0.2426536316368975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004076537,0.00008001826,0.0001887152,0.00006777303,0.00002423956,0.000002070881,0.0000248421,0.0000696197,0.00002150737],"category_scores_gemma":[0.00007528869,0.00006075576,0.00003232047,0.00005295776,0.00007911232,0.00001125351,0.00003599418,0.00004345522,0.00001043562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000109948,"about_ca_system_score_gemma":0.00002481875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007487514,"about_ca_topic_score_gemma":0.000002428266,"domain_scores_codex":[0.9994646,0.00003037987,0.0001329698,0.0001826842,0.00007060434,0.0001187835],"domain_scores_gemma":[0.9996525,0.00004858636,0.00004709241,0.0001659202,0.00002524623,0.00006065445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00007091883,0.0004171699,0.09729637,0.00008562166,0.00001640793,0.001863191,0.0003719153,0.0000103289,0.8943748,0.0004875081,0.0003552224,0.00465049],"study_design_scores_gemma":[0.00272922,0.0007354148,0.5818291,0.00007641847,0.00004065727,0.001563002,0.00004012712,0.000003346068,0.4115922,0.0006732998,0.0006569488,0.0000602778],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967205,0.001112098,0.00005521261,0.001525296,0.00004051053,0.0002264821,0.000004836014,0.00002056382,0.000294501],"genre_scores_gemma":[0.9950413,0.00009548698,0.004379713,0.000378871,0.00003329906,0.00002555203,0.000004892188,0.00001093106,0.00002993267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4845327,"threshold_uncertainty_score":0.2477548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2943556757","doi":"10.1111/bpa.12732","title":"cIMPACT‐NOW: a practical summary of diagnostic points from Round 1 updates","year":2019,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":80,"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":"Anaplastic astrocytoma; Glioma; Glioblastoma; IDH1; Astrocytoma; Medicine; Cancer research; Mutant; Oncology; Pathology; Biology; Genetics; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.01690641062192487,"gpt":0.3033653527626561,"spread":0.2864589421407313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001875921,0.0001573743,0.0004643412,0.0001000246,0.00001930983,0.000008480934,0.00006161174,0.0001574136,0.001034879],"category_scores_gemma":[0.002361712,0.0001245227,0.0001112714,0.0001058722,0.00008895955,0.00007113416,0.00007082222,0.0001462536,0.00087347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004332271,"about_ca_system_score_gemma":0.00009010571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009864707,"about_ca_topic_score_gemma":0.00002892997,"domain_scores_codex":[0.9988216,0.0001380838,0.0002781665,0.0003273888,0.0001656262,0.0002691965],"domain_scores_gemma":[0.9961709,0.003074048,0.0001203467,0.0004421839,0.00005985462,0.0001326255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003192192,0.001997294,0.9067489,0.00005940233,0.0002578708,0.004534731,0.0003129446,0.000001606442,0.0420479,0.001540636,0.03799191,0.004187571],"study_design_scores_gemma":[0.004003779,0.001107142,0.9738927,0.0001439678,0.0002242898,0.0006843184,0.0001404795,0.00003729719,0.009278186,0.001762975,0.008571848,0.0001529538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818999,0.0006889484,0.00002543987,0.01443341,0.0002342043,0.0004292291,0.00007565967,0.00003299373,0.002180171],"genre_scores_gemma":[0.9954025,0.0001300697,0.001690086,0.002223947,0.00008306938,0.00003426836,0.0001890437,0.00002371114,0.0002232852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06714385,"threshold_uncertainty_score":0.9999045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2460673340","doi":"10.1111/bpa.12413","title":"Cribriform neuroepithelial tumor: molecular characterization of a SMARCB1‐deficient non‐rhabdoid tumor with favorable long‐term outcome","year":2016,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Chromatin Remodeling and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University Health Network; Princess Margaret Cancer Centre; Hospital for Sick Children","funders":"","keywords":"SMARCB1; Atypical teratoid rhabdoid tumor; Biology; Pathology; Cancer research; Immunohistochemistry; Oncology; Medicine; Internal medicine; Epigenetics; Genetics; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.007619911650920374,"gpt":0.236752274303273,"spread":0.2291323626523526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001956946,0.0002145172,0.0002813707,0.00006937144,0.00005107729,0.00001151029,0.0002178461,0.00008046474,0.0000305205],"category_scores_gemma":[0.00008913969,0.0001499917,0.0001017033,0.00009319385,0.0001637583,0.000006918247,0.0001080036,0.00007047981,0.00001521483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002098412,"about_ca_system_score_gemma":0.0001105066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006392068,"about_ca_topic_score_gemma":0.00001009555,"domain_scores_codex":[0.9985849,0.00007928115,0.0003650677,0.0004671667,0.0001580828,0.0003455369],"domain_scores_gemma":[0.9990603,0.00001528351,0.0002327002,0.0004931683,0.0001200649,0.00007852902],"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":[0.000176496,0.00007430928,0.01474321,0.00005607358,0.00001641989,0.0001177737,0.00003378325,0.0000206597,0.9826663,0.00003623196,0.00003910701,0.002019599],"study_design_scores_gemma":[0.00182739,0.001095162,0.06830406,0.00008869143,0.00003357808,0.0007461888,0.0000139276,0.00009562546,0.9263656,0.00003171437,0.00104544,0.000352687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966609,0.00006119039,0.03217103,0.0004156286,0.00016048,0.0002311674,0.00009808905,0.00002198421,0.0002314349],"genre_scores_gemma":[0.9976478,0.00002048763,0.0003561371,0.001245177,0.00009644574,0.00003599739,0.00009064474,0.00004426012,0.0004630028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0563008,"threshold_uncertainty_score":0.6116484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018188862","doi":"10.1111/j.1750-3639.2005.tb00101.x","title":"Intracellular and Extracellular Aβ, a Tale of Two Neuropathologies","year":2006,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Extracellular; Intracellular; Neuroscience; Neurite; Biology; Pathological; Amyloid (mycology); Synapse; Alzheimer's disease; Cell biology; Pathology; Disease; Medicine; Biochemistry; In vitro","retraction":null,"screen_n_in":null,"score":{"opus":0.0503026690565772,"gpt":0.363378560732348,"spread":0.3130758916757708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003877792,0.0005097627,0.0022089,0.0003803635,0.00006539114,0.00001501131,0.0001763013,0.0003834912,0.00006840441],"category_scores_gemma":[0.0002796019,0.0003905698,0.0004517935,0.000266603,0.000669066,0.00004429254,0.0001978014,0.0004981307,0.00008583582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004337364,"about_ca_system_score_gemma":0.0003536568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001608806,"about_ca_topic_score_gemma":0.000002318514,"domain_scores_codex":[0.9971284,0.0006063565,0.0007010665,0.0007279986,0.0002801692,0.0005559906],"domain_scores_gemma":[0.9982076,0.0004160246,0.0003526832,0.0006931004,0.00008526855,0.0002453028],"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":[0.00008214826,0.001031301,0.0006111824,0.01982748,0.002515385,0.0491254,0.00004918121,3.355255e-7,0.0001973034,0.0008455318,0.00159761,0.9241171],"study_design_scores_gemma":[0.003087993,0.001524026,0.0004778385,0.004543438,0.00716493,0.01373316,0.00002516906,0.00001128452,0.0001067024,0.0006673401,0.9679874,0.0006707592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002451846,0.9951966,0.00006507173,0.0001114839,0.00007417679,0.001244888,0.000138073,0.00007421229,0.0006436965],"genre_scores_gemma":[0.001056372,0.9967437,0.0006884651,0.00005270245,0.0001386306,0.0001499084,0.0005240871,0.00009107911,0.0005549969],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9663898,"threshold_uncertainty_score":0.9998546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998741218","doi":"10.1111/bpa.12813","title":"Extensive subpial cortical demyelination is specific to multiple sclerosis","year":2020,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre; Montreal Neurological Institute and Hospital","funders":"Deutschen Multiple Sklerose Gesellschaft; Deutsche Forschungsgemeinschaft; Multiple Sclerosis Society; National Multiple Sclerosis Society","keywords":"Multiple sclerosis; Neuroscience; Medicine; Psychology; Immunology","retraction":null,"screen_n_in":null,"score":{"opus":0.1500062148415193,"gpt":0.3330891681923469,"spread":0.1830829533508276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002957146,0.0002012773,0.0004739048,0.0001341813,0.0001576418,0.00001994713,0.0001467781,0.0001509938,0.0004607589],"category_scores_gemma":[0.007591807,0.0001842639,0.0001281244,0.0004091082,0.0002190428,0.00005290101,0.0002563285,0.0003759591,0.001183963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007779308,"about_ca_system_score_gemma":0.00005659699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008033293,"about_ca_topic_score_gemma":0.0000104655,"domain_scores_codex":[0.9978319,0.0001991973,0.0003637303,0.0006483225,0.0004269702,0.0005298829],"domain_scores_gemma":[0.9981278,0.0006343455,0.00005349669,0.0002980464,0.0003728889,0.0005133852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008906334,0.0001485464,0.01864172,0.00005002204,0.00005186276,0.0002970265,0.004523559,0.00001020721,0.7693316,0.0001410413,0.1774181,0.02849571],"study_design_scores_gemma":[0.003296714,0.001122659,0.9209962,0.00005086713,0.00002742421,0.00005613737,0.00066963,0.001253203,0.019123,0.00002914176,0.05312992,0.0002450255],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8491606,0.0002184859,0.00713138,0.1414096,0.000191139,0.0009875515,0.00006134109,0.0001497482,0.0006902028],"genre_scores_gemma":[0.9622374,0.0001928729,0.005262205,0.03127433,0.000701912,0.00008927572,0.00002917758,0.00003644697,0.0001764195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9023545,"threshold_uncertainty_score":0.9995937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012880829","doi":"10.1111/j.1750-3639.2003.tb00484.x","title":"TRAIL Triggers Apoptosis in Human Malignant Glioma Cells Through Extrinsic and Intrinsic Pathways","year":2003,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Cell death mechanisms and regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"National Institute of Neurological Disorders and Stroke; National Cancer Institute","keywords":"Apoptosis; Glioma; Cancer research; Camptothecin; Caspase; Tumor necrosis factor alpha; Programmed cell death; Cisplatin; Etoposide; Cell culture; Biology; Intrinsic apoptosis; Chemistry; Cell biology; Immunology; Chemotherapy; Biochemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01489154239238956,"gpt":0.2356114533547329,"spread":0.2207199109623433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000324621,0.0001944965,0.0002290745,0.0001001498,0.0000914851,0.00001626177,0.00009328334,0.0003128158,0.00003228584],"category_scores_gemma":[0.00005055597,0.0001838054,0.00007140428,0.0001512373,0.0001139803,0.00000598919,0.00005431565,0.00009696597,0.000005244916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001528349,"about_ca_system_score_gemma":0.00003685092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001274534,"about_ca_topic_score_gemma":0.00002857227,"domain_scores_codex":[0.9985846,0.0002087193,0.0002827386,0.0005128901,0.00007946107,0.000331613],"domain_scores_gemma":[0.9995193,0.00002182559,0.00008515157,0.0002849454,0.00002706735,0.0000616505],"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":[0.0000224708,0.00007160923,0.0001668658,0.00001640886,0.000008988856,0.00005819964,0.0002191925,0.00001327125,0.9848343,0.009134102,0.0002706829,0.00518398],"study_design_scores_gemma":[0.001606733,0.0004370929,0.001702935,0.00001307564,0.0000132078,0.0002102227,0.0002381132,0.000008540388,0.9754036,0.003885865,0.0161857,0.0002949289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955766,0.0009430497,0.001522894,0.0001162589,0.0002111133,0.0002538201,0.000008350825,0.00001501393,0.001352887],"genre_scores_gemma":[0.9975601,0.0002748111,0.001267968,0.0003568726,0.00006812606,0.00003130105,0.00004702124,0.00002699886,0.0003667494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01591501,"threshold_uncertainty_score":0.7495366,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1912032010","doi":"10.1111/bpa.12041","title":"Quantitative Vascular Pathology and Phenotyping Familial and Sporadic Cerebral Small Vessel Diseases","year":2013,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Cerebrovascular and genetic disorders","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Medical Research Council; Alzheimer Society","keywords":"Pathology; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.01246903990732489,"gpt":0.2411876393185132,"spread":0.2287185994111883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001877522,0.0002238796,0.0004754995,0.00009067885,0.0001006113,0.00002242212,0.0000691401,0.0001688124,0.0001460104],"category_scores_gemma":[0.0003616015,0.0002021345,0.00010636,0.0001113982,0.0005319542,0.00005982237,0.0001067815,0.0001734483,0.00005051085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001201639,"about_ca_system_score_gemma":0.00005657344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001086205,"about_ca_topic_score_gemma":0.00004066432,"domain_scores_codex":[0.9985375,0.0001848713,0.0002432108,0.0005438932,0.0001066706,0.0003838775],"domain_scores_gemma":[0.9991813,0.0001612806,0.00006195199,0.0003056665,0.00006993104,0.0002199066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005013846,0.0008464886,0.5985307,0.0009432878,0.0007022742,0.001711998,0.008676047,0.00001790405,0.03223364,0.01541507,0.006096087,0.3343252],"study_design_scores_gemma":[0.003438473,0.0006116809,0.9850982,0.00003722344,0.0002146003,0.0009190373,0.001623249,0.0006276648,0.00005244934,0.005342003,0.001761159,0.0002742002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869665,0.006635845,0.002762917,0.002262414,0.0001481972,0.0005719924,0.00001255968,0.0000628255,0.0005767501],"genre_scores_gemma":[0.9910294,0.0004836561,0.004800959,0.003179623,0.00009230673,0.00006905229,0.00006797485,0.0000396393,0.0002374114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3865676,"threshold_uncertainty_score":0.8242806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135450883","doi":"10.1111/j.1750-3639.2001.tb00405.x","title":"The Role of Hormones, Growth Factors and Their Receptors in Pituitary Tumorigenesis","year":2001,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Endocrinology; Internal medicine; Biology; Pituitary tumors; Hormone; Receptor; Acromegaly; Hyperplasia; Adenoma; Prolactin cell; Hypothalamic Hormones; Carcinogenesis; Prolactin; Pituitary adenoma; Pars tuberalis; Pituitary gland; Cancer research; Medicine; Cancer; Pituitary hormones; Growth hormone","retraction":null,"screen_n_in":null,"score":{"opus":0.01947945647177743,"gpt":0.2733798224920134,"spread":0.253900366020236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002243295,0.0003978573,0.00155315,0.0002202096,0.00007628789,0.000005213866,0.0001429709,0.0003022416,0.00001725318],"category_scores_gemma":[0.000164485,0.0001948244,0.0002627946,0.0003012732,0.0001834591,0.00002771955,0.00007589223,0.0002331974,0.000006358214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004557711,"about_ca_system_score_gemma":0.0001343597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001907909,"about_ca_topic_score_gemma":0.0001178861,"domain_scores_codex":[0.9984516,0.0002434807,0.0005041548,0.0003738704,0.00009059572,0.0003363034],"domain_scores_gemma":[0.9987568,0.0005933973,0.0002009836,0.0003294781,0.00002735407,0.00009197507],"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":[0.00003320046,0.00017913,0.03747718,0.0009162333,0.0001542953,0.0001994643,0.0002600236,1.005966e-8,0.000002014099,0.0001783602,0.0002722019,0.9603279],"study_design_scores_gemma":[0.0009439666,0.0004817772,0.01283219,0.001175752,0.0003779955,0.00067512,0.0006135195,5.950459e-7,0.00000742292,0.002190155,0.9804314,0.0002700821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01464009,0.983264,0.000001791004,0.00009478337,0.0001422123,0.0006585331,0.00005334704,0.00001853664,0.00112675],"genre_scores_gemma":[0.005317583,0.9940509,0.00002011467,0.00004327711,0.0000478769,0.0000758641,0.0002214937,0.00003926572,0.0001836743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9801592,"threshold_uncertainty_score":0.7944707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2906213111","doi":"10.1111/bpa.12697","title":"Degeneration of dopaminergic circuitry influences depressive symptoms in Lewy body disorders","year":2018,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","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":"Alzheimer’s Research UK; Medical Research Council; National Institute for Health and Care Research; Alzheimer Society","keywords":"Substantia nigra; Ventral tegmental area; Dementia with Lewy bodies; Lewy body; Neuroscience; Dopaminergic; Psychology; Parkinson's disease; Dopamine; Dementia; Medicine; Internal medicine; Pathology; Disease","retraction":null,"screen_n_in":null,"score":{"opus":0.01006863548990459,"gpt":0.2742787932416995,"spread":0.2642101577517948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009548233,0.0001212711,0.0002434648,0.0001645617,0.00003860948,0.000003864563,0.00006594195,0.0001110812,0.0000688581],"category_scores_gemma":[0.0001293257,0.0001042168,0.00005159689,0.0001659045,0.000165271,0.00005659138,0.00002889722,0.00006365313,0.00002443068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002894105,"about_ca_system_score_gemma":0.00007246615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004592499,"about_ca_topic_score_gemma":0.0001377245,"domain_scores_codex":[0.9990882,0.00008867402,0.0002205695,0.0002797961,0.0001171862,0.0002056338],"domain_scores_gemma":[0.999516,0.00005124152,0.00009851125,0.0002115774,0.00005297125,0.00006977523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001482202,0.0005230263,0.7014372,0.00004288548,0.00007003156,0.000357097,0.0005072317,0.00001385998,0.2815019,0.002691735,0.0001712634,0.01253562],"study_design_scores_gemma":[0.003100682,0.0008579099,0.9676833,0.00005922842,0.00007861058,0.0001023584,0.00007271002,0.0002392947,0.0241952,0.002688043,0.0007904964,0.0001322242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965596,0.0005149266,0.0004223998,0.0002626306,0.0001499176,0.0002335488,0.00001334996,0.00002437673,0.001819263],"genre_scores_gemma":[0.9989583,0.00003643047,0.0001629006,0.0005070706,0.00008730851,0.00005413154,0.00004159561,0.00001284603,0.0001394559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2662461,"threshold_uncertainty_score":0.424984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1537321255","doi":"10.1111/bpa.12221","title":"Cerebral Amyloid Angiopathy, Subcortical White Matter Disease and Dementia: Literature Review and Study in <scp>OPTIMA</scp>","year":2014,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"NIHR Oxford Biomedical Research Centre; Medical Research Council; Chinese Academy of Agricultural Sciences; Alzheimer Society","keywords":"Cerebral amyloid angiopathy; Dementia; Apolipoprotein E; Disease; Intracerebral hemorrhage; Neuroimaging; White matter; Psychology; Neuroscience; Medicine; Amyloid (mycology); Pathology; Internal medicine; Magnetic resonance imaging","retraction":null,"screen_n_in":null,"score":{"opus":0.01818584123496986,"gpt":0.3235507449675173,"spread":0.3053649037325475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001257495,0.0007044372,0.003198763,0.00049755,0.00009677477,0.00008432312,0.0002347215,0.0005471975,0.0001493947],"category_scores_gemma":[0.001022114,0.0005089311,0.0003209937,0.0005352474,0.0002699115,0.0000998504,0.0004466424,0.001592254,0.0001544571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005813746,"about_ca_system_score_gemma":0.0001769293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002273507,"about_ca_topic_score_gemma":0.000008997023,"domain_scores_codex":[0.9953748,0.001187356,0.001017618,0.001203421,0.0003481439,0.0008686514],"domain_scores_gemma":[0.9979288,0.0004329144,0.0002085345,0.0007443556,0.0001071263,0.0005782805],"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":[0.00005221605,0.001135461,0.1413091,0.3321648,0.0004018155,0.02413965,0.0006394695,4.111204e-8,0.000002177278,0.0001566544,0.02571808,0.4742806],"study_design_scores_gemma":[0.00740325,0.003518905,0.1921307,0.1313655,0.02094771,0.02640912,0.0002991792,0.0002256971,4.488391e-7,0.0002852943,0.6157867,0.001627399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005650305,0.9883981,0.0000195006,0.001641814,0.00009140161,0.003760095,0.00007527603,0.00004297549,0.0003205447],"genre_scores_gemma":[0.0005452438,0.9927685,0.0004488842,0.003191787,0.0003018989,0.0005430578,0.0003010071,0.000100166,0.001799428],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5900686,"threshold_uncertainty_score":0.9997362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998057081","doi":"10.1111/j.1750-3639.2007.00071.x","title":"Congenital Glioblastoma: A Clinicopathologic and Genetic Analysis","year":2007,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"National Institutes of Health; National Institute of Neurological Disorders and Stroke; Mayo Clinic; U.S. Department of Defense","keywords":"PTEN; CDKN2A; Biology; Pathology; Carcinogenesis; Immunohistochemistry; Histopathology; Cancer research; Cancer; Medicine; Apoptosis; Genetics","retraction":null,"screen_n_in":null,"score":{"opus":0.0142329981227831,"gpt":0.2988551646922475,"spread":0.2846221665694644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003362321,0.0001511976,0.0004269918,0.0003907133,0.00005681961,0.000009412271,0.00004344902,0.0001588482,0.0001016278],"category_scores_gemma":[0.0002294614,0.0001212351,0.0001592833,0.0004575427,0.0001788865,0.00001773206,0.00005304053,0.0001065865,0.00006333178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002476866,"about_ca_system_score_gemma":0.00001944232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007854444,"about_ca_topic_score_gemma":0.0001411748,"domain_scores_codex":[0.998817,0.00006495592,0.0003052737,0.0003913348,0.00009847704,0.0003229515],"domain_scores_gemma":[0.9991051,0.0003164297,0.00007650471,0.0002757587,0.0000529379,0.0001732628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002156256,0.0004667962,0.9381282,0.00001144483,0.0004071174,0.02666625,0.0002274902,0.000002754471,0.01100815,0.0002122517,0.0003459298,0.022308],"study_design_scores_gemma":[0.001933923,0.001166713,0.9893301,0.000003924494,0.001114936,0.004176075,0.00009661176,0.00005051412,0.001313098,0.0001430792,0.0005594705,0.000111572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954573,0.001365439,0.0008608284,0.001099945,0.00008141342,0.0002294832,0.000009243867,0.00006023515,0.0008361024],"genre_scores_gemma":[0.9949301,0.00005600418,0.003120042,0.001652371,0.00007712223,0.00002121949,0.00001327655,0.0000130396,0.0001168481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05120188,"threshold_uncertainty_score":0.4943826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997885501","doi":"10.1111/bpa.12811","title":"The molecular biology of medulloblastoma metastasis","year":2019,"lang":"en","type":"review","venue":"Brain Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medulloblastoma; Primary tumor; Metastasis; Biology; Metastatic tumor; Disease; Cancer research; Medicine; Cancer; Pathology","retraction":null,"screen_n_in":null,"score":{"opus":0.04612559986316359,"gpt":0.3821927667235894,"spread":0.3360671668604258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004030609,0.0003512854,0.002253195,0.0002048215,0.00004372551,0.00000549378,0.0002363941,0.0004166121,0.00006124763],"category_scores_gemma":[0.0004442155,0.000186398,0.0008645286,0.0002489836,0.0002546852,0.000007450508,0.0001329536,0.0002423346,0.0002326607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005194621,"about_ca_system_score_gemma":0.0002354166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005794443,"about_ca_topic_score_gemma":0.000003554812,"domain_scores_codex":[0.9979545,0.0005237903,0.0006164222,0.0004375032,0.0001187858,0.0003490069],"domain_scores_gemma":[0.9974147,0.001126686,0.0004292439,0.0008771684,0.00007456964,0.00007760581],"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":[0.00001030814,0.0001427857,0.0000212727,0.002791745,0.0007944623,0.0006390639,0.00001306747,6.759419e-8,0.00008106552,0.0114254,0.001396766,0.982684],"study_design_scores_gemma":[0.0005106522,0.0005546759,0.00001495891,0.001219283,0.002545234,0.001567864,0.000008636359,3.436476e-7,0.0001135608,0.000231399,0.9931033,0.0001301455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001895223,0.9965711,0.00004131404,0.0007752487,0.0003380557,0.00105651,0.00009590633,0.00002136721,0.0009109466],"genre_scores_gemma":[0.0001667281,0.9984613,0.0004053567,0.0002514548,0.00004774564,0.0002676588,0.0001561396,0.00005112023,0.0001924839],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9917065,"threshold_uncertainty_score":0.7601088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2735421374","doi":"10.1111/bpa.12546","title":"Tissue microarray methodology identifies complement pathway activation and dysregulation in progressive multiple sclerosis","year":2017,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Infection and Immunity","funders":"Medical Research Council; Multiple Sclerosis Society; National Multiple Sclerosis Society Michigan Chapter","keywords":"Multiple sclerosis; Complement system; Microarray analysis techniques; Complement (music); Microarray; Neuroscience; Medicine; Biology; Immunology; Gene; Genetics; Phenotype; Immune system; Gene expression","retraction":null,"screen_n_in":null,"score":{"opus":0.1195680373963347,"gpt":0.3352212325359947,"spread":0.21565319513966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009133133,0.0002226792,0.0004327393,0.0002220263,0.0005381704,0.00006085999,0.0003395717,0.0002347209,0.0003828959],"category_scores_gemma":[0.001310116,0.0002223218,0.00004701253,0.00005223299,0.0005311167,0.0002129666,0.0003480754,0.0001626478,0.00007413138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005932984,"about_ca_system_score_gemma":0.0000369159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002164472,"about_ca_topic_score_gemma":0.0006132962,"domain_scores_codex":[0.9973287,0.001164287,0.0004783532,0.0005630603,0.00004406409,0.0004215539],"domain_scores_gemma":[0.9979776,0.0008018567,0.0004914463,0.0006244043,0.00007767593,0.0000270507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001150229,0.0001041729,0.08217972,0.00004366295,0.0000442035,0.00001781117,0.001023407,0.000003143386,0.8893781,0.001322191,0.001179565,0.02458898],"study_design_scores_gemma":[0.002098013,0.0001211772,0.6722535,0.00008968066,0.00001458192,0.00007471386,0.0005915724,0.000005846591,0.319674,0.001041564,0.003843435,0.0001919455],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932615,0.0009007783,0.0017922,0.002103449,0.0006658934,0.0009407641,0.0000842944,0.00006184778,0.0001892299],"genre_scores_gemma":[0.9977033,0.00001415245,0.001178639,0.0002019569,0.00004550489,0.0001768903,0.0002642657,0.00002026756,0.000395019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5900738,"threshold_uncertainty_score":0.9066021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1599903166","doi":"10.1111/j.1750-3639.2010.00464.x","title":"Loss of the Protein‐Tyrosine Phosphatase DEP‐1/PTPRJ Drives Meningioma Cell Motility","year":2010,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Protein Tyrosine Phosphatases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"University of California, San Francisco","keywords":"Motility; Protein tyrosine phosphatase; Cell biology; Biology; Cancer research; Carcinogenesis; Cell growth; Phenotype; Tyrosine phosphorylation; Signal transduction; Biochemistry; Gene","retraction":null,"screen_n_in":null,"score":{"opus":0.004786231240308416,"gpt":0.2234388389060261,"spread":0.2186526076657177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000406121,0.0002505983,0.0002506961,0.00003521867,0.0001240708,0.00001334653,0.0006786588,0.0003041205,0.00006270564],"category_scores_gemma":[0.0008116548,0.0001964587,0.0001629472,0.0001566548,0.0007002477,0.000007046817,0.0005225664,0.0002647531,0.00001366304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006647572,"about_ca_system_score_gemma":0.0001195556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003172725,"about_ca_topic_score_gemma":0.00007133738,"domain_scores_codex":[0.9983617,0.0001820594,0.0003543869,0.0005456629,0.0001645469,0.0003916095],"domain_scores_gemma":[0.9982919,0.00003839455,0.0002570804,0.001201574,0.0001154674,0.00009557296],"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":[0.00008327628,0.0001576196,0.009109509,0.00004271858,0.0000135879,0.00003020558,0.00003624602,0.00000408468,0.9846883,0.002898649,0.002063007,0.0008727577],"study_design_scores_gemma":[0.00072886,0.0002217319,0.02535544,0.000009876453,0.0000177678,0.0001117101,0.0000118201,0.000006724125,0.962288,0.0006888696,0.01038381,0.0001753862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931656,0.003679476,0.0005768723,0.0008463096,0.0003434642,0.0006798021,0.0003786441,0.0000244309,0.0003054376],"genre_scores_gemma":[0.9953206,0.0000128967,0.003299007,0.0004653152,0.0001478946,0.0001013601,0.0001810963,0.00002977996,0.0004421196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02240034,"threshold_uncertainty_score":0.8011355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030573007","doi":"10.1111/j.1750-3639.2008.00139.x","title":"Reduced Glioma Growth Following Dexamethasone or Anti‐Angiopoietin 2 Treatment","year":2008,"lang":"en","type":"article","venue":"Brain Pathology","topic":"Lipid metabolism and disorders","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research; Cancer Research Society","keywords":"Dexamethasone; Glioma; Cytotoxic T cell; Cancer research; Angiogenesis; In vitro; CD8; In vivo; Angiopoietin receptor; Pharmacology; Medicine; Chemistry; Biology; Immune system; Immunology; Internal medicine; Biochemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.03497818841670143,"gpt":0.2951688425132435,"spread":0.2601906540965421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002024847,0.0002461604,0.0006217183,0.0002227267,0.0001434709,0.000005774628,0.00009576238,0.000154584,0.0001938352],"category_scores_gemma":[0.0009017941,0.0001755336,0.0002821303,0.0003938258,0.0001474901,0.00006487926,0.00004113315,0.000103814,0.000158771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004383982,"about_ca_system_score_gemma":0.0002103397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006242449,"about_ca_topic_score_gemma":0.000007104743,"domain_scores_codex":[0.9984337,0.0001565216,0.0002984513,0.0004561193,0.0001816712,0.0004735178],"domain_scores_gemma":[0.9990521,0.0002321792,0.00007376399,0.0004009171,0.00004704151,0.0001940116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001601807,0.002246473,0.09175971,0.0001014657,0.0005093027,0.03927686,0.008401007,0.000002555862,0.8059784,0.001250377,0.02760349,0.02126857],"study_design_scores_gemma":[0.04192969,0.00585631,0.6586812,0.0001240749,0.001167453,0.0307221,0.002057031,0.00003656025,0.1729359,0.000757219,0.08431754,0.001415025],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908275,0.001038937,0.0001875882,0.003297775,0.000691468,0.0004171217,0.000007465738,0.0001694529,0.003362687],"genre_scores_gemma":[0.9888794,0.0002199121,0.004666051,0.001695637,0.0004150345,0.00006071268,0.00004578896,0.00004502966,0.003972393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6330425,"threshold_uncertainty_score":0.7158051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}