{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":25,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":25,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"d2f4e7f185b8","filters":{"venue":"BMJ Neurology Open"}},"results":[{"id":"W4285744151","doi":"10.1136/bmjno-2021-000240","title":"Chronic lesion activity and disability progression in secondary progressive multiple sclerosis","year":2022,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill Genome Centre; NeuroRx Research (Canada)","funders":"Biogen","keywords":"Multiple sclerosis; Medicine; Lesion; Natalizumab; Placebo; Internal medicine; Gastroenterology; Oncology; Pathology; Immunology","authors":[{"name":"Vanessa Beynon","is_ca":false},{"name":"Ilena George","is_ca":false},{"name":"Colm Elliott","is_ca":true},{"name":"Douglas L. Arnold","is_ca":true},{"name":"Jun Ke","is_ca":false},{"name":"Huaihou Chen","is_ca":false},{"name":"Li Zhu","is_ca":false},{"name":"Chunlei Ke","is_ca":false},{"name":"Gavin Giovannoni","is_ca":false},{"name":"Matthew Scaramozza","is_ca":false},{"name":"Nolan Campbell","is_ca":false},{"name":"Daniel P. Bradley","is_ca":false},{"name":"Nathalie Franchimont","is_ca":false},{"name":"Arie Gafson","is_ca":false},{"name":"Shibeshih Belachew","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1233101763752484,"gpt":0.4044608789303863,"spread":0.2811507025551379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000776784,0.0002985923,0.0004360429,0.0005408046,0.0001820924,0.0003142573,0.0001229411,0.0002397031,0.001292487],"category_scores_gemma":[0.001537217,0.00008366062,0.0002632491,0.0003796434,0.0001989043,0.0002564782,0.0003291138,0.0002747311,0.0001800066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001675869,"about_ca_system_score_gemma":0.00016649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005228975,"about_ca_topic_score_gemma":0.0009523836,"domain_scores_codex":[0.9996791,0.0001234787,0.00004688789,0.0000571149,0.00006260211,0.00003091484],"domain_scores_gemma":[0.998468,0.0002906271,0.0008407256,0.00005425522,0.0001437662,0.0002026516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008108903,0.000374149,0.9532093,0.0003050991,0.0004353408,0.0001964333,0.0001710844,0.0003153648,0.008379578,0.00003886327,0.0002012754,0.02826457],"study_design_scores_gemma":[0.0001103751,0.001965588,0.9963394,0.0000240718,0.0000690732,0.000460943,0.00003551178,0.0002582381,0.0004118471,0.0000419126,0.0002790132,0.000004090237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974427,0.001928336,0.0001027752,0.00002306,0.000003859133,0.00001712471,0.0001286587,0.000004928512,0.0003486161],"genre_scores_gemma":[0.9994461,0.0001780757,0.0001097028,0.00001086275,0.000009427276,0.00001095261,0.0001338633,8.385069e-7,0.0001002044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001292487,"threshold_uncertainty_score":0.00432384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389001034","doi":"10.1136/bmjno-2023-000535","title":"Ambroxol as a disease-modifying treatment to reduce the risk of cognitive impairment in <i>GBA</i>-associated Parkinson’s disease: a multicentre, randomised, double-blind, placebo-controlled, phase II trial. The AMBITIOUS study protocol","year":2023,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Ministero della Salute","keywords":"Medicine; Placebo; Internal medicine; Dementia; Clinical trial; Helsinki declaration; Cognitive decline; Declaration of Helsinki; Disease; Clinical endpoint; Oncology; Physical therapy; Informed consent; Pathology","authors":[{"name":"Fabiana Colucci","is_ca":false},{"name":"Micol Avenali","is_ca":false},{"name":"Rosa De Micco","is_ca":false},{"name":"M. Poli","is_ca":false},{"name":"Silvia Cerri","is_ca":false},{"name":"Mario Stanziano","is_ca":false},{"name":"Ana Bacila","is_ca":false},{"name":"Giada Cuconato","is_ca":false},{"name":"Valentina Franco","is_ca":false},{"name":"Diego Franciotta","is_ca":false},{"name":"Cristina Ghezzi","is_ca":false},{"name":"Matteo Gastaldi","is_ca":false},{"name":"Antonio Emanuele Elia","is_ca":false},{"name":"Luigi Romito","is_ca":false},{"name":"Grazia Devigili","is_ca":false},{"name":"Valentina Leta","is_ca":false},{"name":"Barbara Garavaglia","is_ca":false},{"name":"Nico Golfrè Andreasi","is_ca":false},{"name":"Federico Angelo Cazzaniga","is_ca":false},{"name":"Chiara Reale","is_ca":false},{"name":"Caterina Galandra","is_ca":false},{"name":"Giancarlo Germani","is_ca":false},{"name":"Pierfrancesco Mitrotti","is_ca":false},{"name":"Gerardo Ongari","is_ca":false},{"name":"Ilaria Palmieri","is_ca":false},{"name":"Marta Picascia","is_ca":false},{"name":"Anna Pichiecchio","is_ca":false},{"name":"Mattia Verri","is_ca":false},{"name":"Fabrizio Esposito","is_ca":false},{"name":"Mario Cirillo","is_ca":false},{"name":"Federica Di Nardo","is_ca":false},{"name":"Simone Aloisio","is_ca":false},{"name":"Mattia Siciliano","is_ca":false},{"name":"Sara Prioni","is_ca":false},{"name":"Paolo Amami","is_ca":false},{"name":"Sylvie Piacentini","is_ca":false},{"name":"Maria Grazia Bruzzone","is_ca":false},{"name":"Marina Grisoli","is_ca":false},{"name":"Fabio Moda","is_ca":false},{"name":"Roberto Eleopra","is_ca":false},{"name":"Alessandro Tessitore","is_ca":false},{"name":"Enza Maria Valente","is_ca":false},{"name":"Roberto Cilia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06316646635786273,"gpt":0.4126365994592255,"spread":0.3494701331013628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004139403,0.003015347,0.004171708,0.0008557392,0.0009220835,0.001481285,0.002090464,0.003440165,0.01399898],"category_scores_gemma":[0.003230282,0.001047646,0.001883276,0.0006639799,0.001499964,0.001066961,0.0007159584,0.002776998,0.002809796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008216919,"about_ca_system_score_gemma":0.002630471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006029765,"about_ca_topic_score_gemma":0.001316799,"domain_scores_codex":[0.9984713,0.0008283883,0.0001139316,0.0002234232,0.0001439829,0.0002189756],"domain_scores_gemma":[0.998616,0.0002384814,0.0003297486,0.0001491593,0.0001388541,0.000527816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9781032,0.008692455,0.0001673505,0.001203375,0.0002585857,0.00003760914,0.00004377685,0.0001894286,0.002727143,0.0001230082,0.001103137,0.007350879],"study_design_scores_gemma":[0.9563162,0.04160763,0.0005781215,0.00006303586,0.0001294905,0.00001762673,0.0000070201,0.0001063937,0.0002170646,0.00007791012,0.0008684555,0.00001094017],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.5150047,0.007379599,0.00354244,0.002275561,0.001798102,0.4530371,0.008530436,0.0005200653,0.007912058],"genre_scores_gemma":[0.4913333,0.004730891,0.008365164,0.003804028,0.001056129,0.4729145,0.005552304,0.00008848055,0.01215515],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01399898,"threshold_uncertainty_score":0.04683125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200614895","doi":"10.1136/bmjno-2021-000218","title":"Vagus nerve stimulation therapy in people with drug-resistant epilepsy (CORE-VNS): rationale and design of a real-world post-market comprehensive outcomes registry","year":2021,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"H2020 European Research Council; National Center of Neurology and Psychiatry; Ministerio de Economía y Competitividad; LivaNova; Renji Hospital; King Faisal Specialist Hospital and Research Centre; Georgetown University; Tays; McGill University Health Centre; Tulane University; University of Pennsylvania","keywords":"Vagus nerve stimulation; Medicine; Observational study; Drug Resistant Epilepsy; Pittsburgh Sleep Quality Index; Adverse effect; Quality of life (healthcare); Epilepsy; Psychology; Psychiatry; Internal medicine; Vagus nerve; Insomnia","authors":[{"name":"Arjune Sen","is_ca":false},{"name":"Ryan Verner","is_ca":false},{"name":"James Valeriano","is_ca":false},{"name":"S. W. Ricky Lee","is_ca":false},{"name":"Muhammad Zafar","is_ca":false},{"name":"Rhys H. Thomas","is_ca":false},{"name":"Katarzyna Kotulska","is_ca":false},{"name":"Ellen Jespers","is_ca":false},{"name":"Maxine Dibué","is_ca":false},{"name":"Patrick Kwan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1102899692830536,"gpt":0.3769552434118019,"spread":0.2666652741287482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.101614,0.001004376,0.001519138,0.002919976,0.001847606,0.002951324,0.003408939,0.001602708,0.004663057],"category_scores_gemma":[0.09771603,0.0008930758,0.002105074,0.003871084,0.002128979,0.003876,0.005527333,0.001555212,0.001626294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002991297,"about_ca_system_score_gemma":0.01303762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002197274,"about_ca_topic_score_gemma":0.003386454,"domain_scores_codex":[0.9121692,0.06042131,0.01094228,0.006455596,0.007979101,0.002032568],"domain_scores_gemma":[0.9086117,0.02610705,0.02796598,0.01656307,0.01578719,0.004965063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04749591,0.008373034,0.7182213,0.007467023,0.003303838,0.000673926,0.004478644,0.005307394,0.001558415,0.04261576,0.03064002,0.1298647],"study_design_scores_gemma":[0.0590178,0.05896695,0.6496782,0.007449392,0.006077133,0.001981397,0.00499913,0.02535347,0.004798226,0.01590368,0.1651815,0.0005932213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.3152317,0.003089937,0.06540173,0.006633066,0.0007373585,0.5557243,0.03750561,0.0003366557,0.01533981],"genre_scores_gemma":[0.3295247,0.0009521383,0.09590486,0.002250019,0.0005419407,0.5514075,0.01813909,0.00006943306,0.001210336],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.101614,"threshold_uncertainty_score":0.5373926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213441139","doi":"10.1136/bmjno-2021-000215","title":"Effect of fingolimod on health-related quality of life in paediatric patients with multiple sclerosis: results from the phase 3 PARADIG<i>MS</i> Study","year":2022,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research; Novartis Pharma; National Institutes of Health; Servier; Eisai; Race to Erase MS; Lourie Foundation; Genentech; Multiple Sclerosis Society; F. Hoffmann-La Roche; Teva Pharmaceutical Industries; Verily Life Sciences; Patient-Centered Outcomes Research Institute; Biogen; U.S. Department of Defense; Sanofi; National Multiple Sclerosis Society","keywords":"Fingolimod; Medicine; Multiple sclerosis; Quality of life (healthcare); Post-hoc analysis; Adverse effect; Psychosocial; Internal medicine; Post hoc; Expanded Disability Status Scale; Physical therapy; Psychiatry","authors":[{"name":"Lauren Krupp","is_ca":false},{"name":"Brenda Banwell","is_ca":false},{"name":"Tanuja Chitnis","is_ca":false},{"name":"Kumaran Deiva","is_ca":false},{"name":"Jutta Gaertner","is_ca":false},{"name":"Angelo Ghezzi","is_ca":false},{"name":"Peter Huppke","is_ca":false},{"name":"Emmanuelle Waubant","is_ca":false},{"name":"Virginia DeLasHeras","is_ca":false},{"name":"Amin Azmon","is_ca":false},{"name":"Rajesh Karan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1104055665620109,"gpt":0.3882487616690394,"spread":0.2778431951070285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003544553,0.0004268959,0.001328026,0.0002154706,0.0001692261,0.0004956203,0.000335206,0.0004407165,0.0006533857],"category_scores_gemma":[0.002409821,0.0001627704,0.001754921,0.0004423835,0.0004495543,0.0002984497,0.0003815339,0.001047846,0.0000943562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004648033,"about_ca_system_score_gemma":0.000721657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008755848,"about_ca_topic_score_gemma":0.000989172,"domain_scores_codex":[0.9984462,0.001051901,0.0001211299,0.0001017551,0.0001712177,0.0001077726],"domain_scores_gemma":[0.997758,0.0006266423,0.001041395,0.0001019043,0.0001222615,0.0003498902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4213641,0.01205536,0.3278889,0.002944079,0.01024489,0.0006720935,0.0007462875,0.00223037,0.01148937,0.0002454928,0.002475752,0.2076434],"study_design_scores_gemma":[0.06614154,0.1960908,0.7251019,0.0003114405,0.004087268,0.0007939665,0.0001965441,0.0007316665,0.002623431,0.000139043,0.003738272,0.00004399861],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905655,0.008079518,0.0001343355,0.000166593,0.00002415278,0.0001627597,0.0005290303,0.000006820822,0.0003312403],"genre_scores_gemma":[0.9936162,0.004339552,0.0006654226,0.0002090323,0.00007089624,0.0002558861,0.0007368993,0.00000499185,0.0001009974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003544553,"threshold_uncertainty_score":0.0187456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3162053286","doi":"10.1136/bmjno-2021-000127","title":"Acute flaccid myelitis: long-term outcomes recorded in the CAPTURE study compared with paediatric transverse myelitis","year":2021,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation","funders":"Patient-Centered Outcomes Research Institute","keywords":"Transverse myelitis; Medicine; Myelitis; Acute Transverse Myelitis; Pediatrics; Term (time); Spinal cord; Physics; Psychiatry","authors":[{"name":"Benjamin Greenberg","is_ca":false},{"name":"Patricia Plumb","is_ca":false},{"name":"Gary Cutter","is_ca":false},{"name":"Janet Dean","is_ca":false},{"name":"Allen D. DeSena","is_ca":false},{"name":"Sarah Hopkins","is_ca":false},{"name":"Chitra Krishnan","is_ca":false},{"name":"Carlos A. Pardo","is_ca":false},{"name":"Albert Recio","is_ca":false},{"name":"Teri Schreiner","is_ca":false},{"name":"E. Ann Yeh","is_ca":true},{"name":"Morgan McCreary","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05883493097076008,"gpt":0.3848162283726923,"spread":0.3259812974019322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003030712,0.0003260977,0.0005486622,0.0009619659,0.0006527114,0.001204997,0.0006662259,0.0008286985,0.001516784],"category_scores_gemma":[0.008065085,0.0003813541,0.0008586898,0.001628286,0.0005885516,0.001311154,0.001439043,0.0009898975,0.0002159955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007050285,"about_ca_system_score_gemma":0.0008050561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008275616,"about_ca_topic_score_gemma":0.008967579,"domain_scores_codex":[0.9972206,0.0009777418,0.0004097843,0.0004880455,0.0003936299,0.000510201],"domain_scores_gemma":[0.9907109,0.001117898,0.006213999,0.0005093035,0.0005225262,0.0009253406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003117505,0.00003742785,0.9987445,0.00003337405,0.00009541334,0.0000889256,0.0001439538,0.00001244783,0.00004584422,0.00001304294,0.00008031912,0.0003929576],"study_design_scores_gemma":[0.00002234606,0.0003956345,0.9987743,0.00003277871,0.00005248754,0.0002719943,0.0003193658,0.00002480383,0.00001582033,0.00001084877,0.00007452119,0.000005127223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983035,0.0006694865,0.00004292146,0.00006971481,0.00001102108,0.00002746476,0.0006414796,0.0000014701,0.0002328319],"genre_scores_gemma":[0.9989457,0.0002132352,0.00004549753,0.00004125911,0.00001724795,0.00003540426,0.0006346224,0.000001781696,0.00006541543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008275616,"threshold_uncertainty_score":0.01645494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006160181","doi":"10.1136/bmjno-2019-000027","title":"Case report and literature review of Huntington disease with intermediate CAG expansion","year":2020,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Pathology; Putamen; Huntingtin; Huntington's disease; Trinucleotide repeat expansion; Gliosis; Caudate nucleus; Chorea; Machado–Joseph disease; Biology; Medicine; Neuroscience; Disease; Genetics; Spinocerebellar ataxia; Allele; Gene","authors":[{"name":"Stefan D. Jevtic","is_ca":true},{"name":"John Provias","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03949973924536776,"gpt":0.3218470907316076,"spread":0.2823473514862398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000382674,0.001997391,0.002223367,0.01145263,0.002163221,0.002195667,0.002737296,0.004361603,0.01035102],"category_scores_gemma":[0.001749789,0.0006978774,0.001169275,0.00786826,0.002008185,0.003765063,0.001934138,0.002842376,0.005745314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261965,"about_ca_system_score_gemma":0.0014802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519566,"about_ca_topic_score_gemma":0.002094834,"domain_scores_codex":[0.9991332,0.0001065433,0.0002905097,0.0002007793,0.000125237,0.0001438794],"domain_scores_gemma":[0.9987479,0.0003404414,0.0003954081,0.0001071236,0.000203867,0.0002052728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00005868147,0.000134859,0.003327621,0.002044568,0.00007245068,0.9271969,0.0004523304,0.0001893623,0.001084391,0.0007880014,0.02119379,0.04345708],"study_design_scores_gemma":[0.00001120604,0.00002651199,0.001826334,0.0008199603,0.0000768339,0.965055,0.0003584156,0.00007975172,0.000202944,0.0005311331,0.03098382,0.00002815469],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08845938,0.8061174,0.01003109,0.01269179,0.01222249,0.001014662,0.002312137,0.0006989663,0.06645198],"genre_scores_gemma":[0.4013873,0.5373843,0.00848801,0.01129687,0.02200741,0.0004254833,0.002878347,0.000218254,0.01591401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01145263,"threshold_uncertainty_score":0.03462768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206998634","doi":"10.1136/bmjno-2021-000214","title":"Longitudinal changes of early motor and cognitive symptoms in progressive supranuclear palsy: the OxQUIP study","year":2022,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"Rating scale; Progressive supranuclear palsy; Cognitive decline; Longitudinal study; Cognition; Montreal Cognitive Assessment; Physical medicine and rehabilitation; Psychology; Gait; Medicine; Physical therapy; Disease; Cognitive impairment; Psychiatry; Developmental psychology; Internal medicine; Dementia; Pathology","authors":[{"name":"Marta F Pereira","is_ca":false},{"name":"Tim Buchanan","is_ca":false},{"name":"Günter U. Höglinger","is_ca":false},{"name":"Marko Bogdanovic","is_ca":false},{"name":"George K. Tofaris","is_ca":false},{"name":"Simon Prangnell","is_ca":false},{"name":"Nagaraja Sarangmat","is_ca":false},{"name":"James J. FitzGerald","is_ca":false},{"name":"Chrystalina A. Antoniades","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04048365508541774,"gpt":0.3411683013600232,"spread":0.3006846462746055,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00262492,0.0004848581,0.0006033582,0.0008550464,0.0008291443,0.001061275,0.0006833838,0.0009029937,0.001356695],"category_scores_gemma":[0.002763717,0.0004656581,0.0004968944,0.00099716,0.000363456,0.0008334813,0.001015869,0.0009293659,0.0003156673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006700174,"about_ca_system_score_gemma":0.0005772609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01806855,"about_ca_topic_score_gemma":0.01761585,"domain_scores_codex":[0.9994142,0.0001669446,0.00005899169,0.0001410697,0.00009907101,0.0001196419],"domain_scores_gemma":[0.9984479,0.0002058776,0.0005936102,0.0001438383,0.0002939118,0.0003149475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000831546,0.0000924022,0.9965397,0.00002952822,0.0001785725,0.0002061332,0.0002139878,0.00002858495,0.00008124681,0.00002066873,0.0001555392,0.001622128],"study_design_scores_gemma":[0.00004980524,0.0002886246,0.9989795,0.00002205342,0.00008670645,0.0001773531,0.0001484808,0.00002674977,0.00001690469,0.00002065208,0.0001791655,0.000004045503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975431,0.0008901909,0.00004598872,0.00005104015,0.000006154912,0.00002759656,0.00081296,0.000002500572,0.0006204485],"genre_scores_gemma":[0.9976114,0.0004013166,0.0000887866,0.00005498142,0.00001012639,0.00004023854,0.001344638,0.00000289297,0.0004456647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01806855,"threshold_uncertainty_score":0.03592676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3122936564","doi":"10.1136/bmjno-2020-000084","title":"Impact of COVID-19 pandemic on stroke admissions in Qatar","year":2021,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Hamad Medical Corporation","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Betacoronavirus; Stroke (engine); Coronavirus Infections; Internal medicine; Outbreak; Engineering; Aerospace engineering; Infectious disease (medical specialty); Disease","authors":[{"name":"Naveed Akhtar","is_ca":false},{"name":"Salman Al Jerdi","is_ca":false},{"name":"Ziyad Mahfoud","is_ca":false},{"name":"Yahia Imam","is_ca":false},{"name":"Saadat Kamran","is_ca":false},{"name":"Maher Saqqur","is_ca":true},{"name":"Deborah Morgan","is_ca":false},{"name":"Sujatha Joseph","is_ca":false},{"name":"Khurshid Khan","is_ca":true},{"name":"Ashfaq Shuaib","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2216178268634719,"gpt":0.5378111571123281,"spread":0.3161933302488562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008103772,0.0002000219,0.0002291671,0.0005156993,0.0005163316,0.0007106771,0.000273063,0.0003404927,0.004146785],"category_scores_gemma":[0.002673892,0.0001216705,0.0003108884,0.0006854557,0.0003677276,0.0005250518,0.0008125117,0.000533239,0.0003594456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601164,"about_ca_system_score_gemma":0.00182621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03782304,"about_ca_topic_score_gemma":0.03392827,"domain_scores_codex":[0.9993401,0.0001728535,0.00008095262,0.00007906168,0.0001162406,0.0002106471],"domain_scores_gemma":[0.9983419,0.0002285717,0.0008526806,0.00003806046,0.0002725552,0.0002662372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001871765,0.00005576232,0.9851872,0.0001047396,0.00005359486,0.0003016211,0.0007584134,0.0004925327,0.0004118459,0.0001734348,0.002083025,0.01019062],"study_design_scores_gemma":[0.000003574916,0.00008716922,0.9979164,0.00005122577,0.00000914613,0.0001598359,0.0007338215,0.0002884596,0.00007332912,0.00007042616,0.0006004947,0.000006043643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948077,0.0006179661,0.00007910689,0.001361131,0.00003127591,0.00001515954,0.001573066,0.00001073544,0.001503839],"genre_scores_gemma":[0.9981802,0.0002860612,0.00006837256,0.0002377876,0.00003313879,0.00001069682,0.0009551128,0.000001522401,0.000227319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03782304,"threshold_uncertainty_score":0.0752058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391116770","doi":"10.1136/bmjno-2023-000543","title":"Cognitive impairment and liver fibrosis in non-alcoholic fatty liver disease","year":2024,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health; National Institute of Neurological Disorders and Stroke; Leon Levy Foundation","keywords":"Fatty liver; Medicine; Alcoholic liver disease; Disease; Cognitive impairment; Liver fibrosis; Cognition; Fibrosis; Internal medicine; Gastroenterology; Pathology; Psychiatry; Cirrhosis","authors":[{"name":"Neal S. Parikh","is_ca":false},{"name":"Farah Wahbeh","is_ca":false},{"name":"Christopher Tapia","is_ca":false},{"name":"Mallory Ianelli","is_ca":false},{"name":"Vanessa Liao","is_ca":false},{"name":"Abhishek Jaywant","is_ca":false},{"name":"Hooman Kamel","is_ca":false},{"name":"Sonal Kumar","is_ca":false},{"name":"Costantino Iadecola","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02992126594762571,"gpt":0.3369652064464407,"spread":0.307043940498815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001330251,0.0005541656,0.0004734816,0.001291162,0.0004894415,0.000636661,0.0004053502,0.0006173504,0.001739089],"category_scores_gemma":[0.003418218,0.0002768322,0.0006095091,0.001279513,0.0004020532,0.0004916164,0.0006178702,0.0009176828,0.0002401242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003671733,"about_ca_system_score_gemma":0.00043057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005101633,"about_ca_topic_score_gemma":0.006631626,"domain_scores_codex":[0.9995319,0.0001473552,0.00007345658,0.00007882311,0.0001002645,0.00006832334],"domain_scores_gemma":[0.9967766,0.0005398439,0.001950858,0.0001334497,0.0002674594,0.0003317645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001703979,0.00005332124,0.99857,0.00001726662,0.00006306952,0.00006199061,0.00002678584,0.00003808938,0.00004853903,0.000009238216,0.00004237548,0.0008989824],"study_design_scores_gemma":[0.000005367979,0.00006491518,0.9995638,0.000006955989,0.00002196164,0.0001458548,0.00001961908,0.00009949016,0.00001378094,0.00002120487,0.0000352725,0.000001789116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975157,0.001235319,0.00008525459,0.0001272221,0.000009598682,0.00001504437,0.0003451201,0.000006136042,0.0006607331],"genre_scores_gemma":[0.999157,0.0002484634,0.0001009082,0.0000393892,0.00002054771,0.00001062294,0.000292736,0.00000125117,0.0001291365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005101633,"threshold_uncertainty_score":0.01014388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096792724","doi":"10.1136/bmjno-2020-000086","title":"Postural sway correlates with cognition and quality of life in Parkinson’s disease","year":2020,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Parkinson's disease; Rating scale; Cognition; Physical medicine and rehabilitation; Quality of life (healthcare); Psychology; Disease; Verbal fluency test; Physical therapy; Neuropsychiatry; Medicine; Neuropsychology; Cognitive impairment; Psychiatry; Internal medicine; Developmental psychology","authors":[{"name":"Deborah Apthorp","is_ca":false},{"name":"Alex Smith","is_ca":false},{"name":"Susanne Ilschner","is_ca":false},{"name":"Robin Vlieger","is_ca":false},{"name":"Chandi Das","is_ca":false},{"name":"Christian J. Lueck","is_ca":false},{"name":"Jeffrey CL Looi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06080158539903185,"gpt":0.3279471054465167,"spread":0.2671455200474849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004278251,0.0003631403,0.0003441249,0.0007060698,0.0002587822,0.0004507356,0.000196343,0.0003245253,0.001279468],"category_scores_gemma":[0.002208924,0.0001237415,0.000275207,0.0005686805,0.0002687597,0.0002431204,0.0003958549,0.0003182034,0.0001302371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001779218,"about_ca_system_score_gemma":0.0001141746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001723779,"about_ca_topic_score_gemma":0.001904114,"domain_scores_codex":[0.9997804,0.00005496555,0.00003886116,0.00004540952,0.00005688883,0.00002357901],"domain_scores_gemma":[0.9984193,0.0002921499,0.0008308587,0.00004720067,0.0002228829,0.0001875971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002018758,0.00004243172,0.9951787,0.0000416481,0.0001226654,0.00007812132,0.00008425287,0.00006320656,0.0005607815,0.000007079004,0.00006760256,0.003551567],"study_design_scores_gemma":[0.00000187816,0.00007142355,0.9996785,0.000003070596,0.00001253627,0.00009960411,0.00002646036,0.00004736348,0.00002050906,0.00001293151,0.00002449361,0.000001150071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985593,0.0007972904,0.00006845177,0.00003521556,0.000007055549,0.000006227967,0.0001680755,0.000003793268,0.0003546262],"genre_scores_gemma":[0.9995705,0.0001463855,0.00006501314,0.000008896482,0.000008321491,0.000004200289,0.0001509056,6.692384e-7,0.00004507884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001723779,"threshold_uncertainty_score":0.004280269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410585841","doi":"10.1136/bmjno-2024-001009","title":"Unveiling neurophobia: exploring factors influencing medical students, residents and non-neurologist physicians globally and its implications on neurology care – a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"BMJ Neurology Open","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Meta-analysis; Neurology; Medicine; Family medicine; Scopus; MEDLINE; Subgroup analysis; Publication bias; Inclusion (mineral); Psychology; Psychiatry; Internal medicine","authors":[{"name":"Abdulrahman Alzahrani","is_ca":false},{"name":"Bashaier G AlQahtani","is_ca":false},{"name":"Mawadda A Bayazeed","is_ca":false},{"name":"Mohammad Mahfouz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2514989986256201,"gpt":0.5404058424359743,"spread":0.2889068438103542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01826106,0.002599047,0.01721785,0.008554625,0.0008147078,0.003804212,0.002203669,0.002895219,0.002898864],"category_scores_gemma":[0.0405913,0.001527313,0.04295122,0.008814178,0.001018759,0.002288969,0.001830667,0.001652866,0.0002093614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002695744,"about_ca_system_score_gemma":0.004748049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006727742,"about_ca_topic_score_gemma":0.01691981,"domain_scores_codex":[0.9874629,0.004961441,0.004513156,0.001266485,0.001415888,0.0003800622],"domain_scores_gemma":[0.9661827,0.02530762,0.005568527,0.0007048964,0.001863699,0.0003725138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001164775,0.00004447864,0.007967442,0.4941966,0.4821317,0.0001336001,0.0001866217,0.000317064,0.0001740095,0.0001176189,0.0003730578,0.01319305],"study_design_scores_gemma":[0.0003416606,0.0002176074,0.006168029,0.04779838,0.9437175,0.0001253384,0.0001111776,0.0001490734,0.00008860121,0.000167256,0.001086239,0.00002901695],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006132077,0.9923537,0.0004220617,0.0002120494,0.00008856427,0.0002874599,0.0003223992,0.00001124163,0.0001703589],"genre_scores_gemma":[0.179844,0.8139995,0.002615008,0.0008735466,0.0002575821,0.001457836,0.0006936085,0.0000199698,0.0002389914],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01826106,"threshold_uncertainty_score":0.09657484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403360839","doi":"10.1136/bmjno-2024-000666","title":"Pilot feasibility randomised controlled trial of cognitive–behavioural therapy for functional cognitive disorder after concussion","year":2024,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; Vancouver General Hospital; GF Strong Rehabilitation Centre; University of British Columbia","funders":"WorkSafeBC","keywords":"Cognition; Concussion; Physical medicine and rehabilitation; Medicine; Physical therapy; Randomized controlled trial; Psychology; Clinical psychology; Psychiatry; Poison control; Injury prevention; Internal medicine; Medical emergency","authors":[{"name":"Mathilde Rioux","is_ca":true},{"name":"Rinni Mamman","is_ca":true},{"name":"Miles T Byworth","is_ca":true},{"name":"William J. Panenka","is_ca":true},{"name":"Andrew Howard","is_ca":true},{"name":"David L. Perez","is_ca":false},{"name":"Julia Schmidt","is_ca":true},{"name":"Caitlin Courchesne","is_ca":true},{"name":"Joelle LeMoult","is_ca":true},{"name":"Manraj K. S. Heran","is_ca":true},{"name":"Noah D. Silverberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1756043306351691,"gpt":0.4381470080249716,"spread":0.2625426773898025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008225638,0.00205191,0.002955051,0.001256392,0.001333054,0.001451283,0.0020673,0.003735268,0.01381614],"category_scores_gemma":[0.01288201,0.001274738,0.001555541,0.0009631302,0.003010594,0.001783208,0.001542652,0.00377102,0.001873508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00227178,"about_ca_system_score_gemma":0.005147944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003325916,"about_ca_topic_score_gemma":0.004666855,"domain_scores_codex":[0.9942895,0.003656632,0.0005201086,0.0005064778,0.0004230189,0.0006042241],"domain_scores_gemma":[0.99272,0.00341569,0.001279428,0.0006058743,0.0006798111,0.001299305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9518775,0.03179801,0.0004480493,0.00134501,0.0004736843,0.00010102,0.0003284161,0.0003645204,0.001043765,0.0002355701,0.00046866,0.01151588],"study_design_scores_gemma":[0.9032117,0.09496802,0.0009137185,0.00005467398,0.000100939,0.00001503186,0.00006177032,0.0001416933,0.00008808005,0.0001322947,0.0003035959,0.000008531294],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7356303,0.001646515,0.002584653,0.001076472,0.001627692,0.2523554,0.00101517,0.0002148813,0.003849089],"genre_scores_gemma":[0.7088472,0.001042909,0.007943762,0.001093485,0.0006580823,0.2770444,0.0005543686,0.00002284744,0.002792906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01381614,"threshold_uncertainty_score":0.04621965,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W3176224246","doi":"10.1136/bmjno-2020-000112","title":"Cognitive function in men with non-motor features of Parkinson’s disease","year":2021,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Cancer Institute; National Institutes of Health; U.S. Department of Defense","keywords":"Hyposmia; Cognition; Cognitive decline; Psychology; Population; Montreal Cognitive Assessment; REM sleep behavior disorder; Effects of sleep deprivation on cognitive performance; Parkinson's disease; Audiology; Disease; Medicine; Dementia; Psychiatry; Cognitive impairment; Internal medicine","authors":[{"name":"Mario H. Flores‐Torres","is_ca":false},{"name":"Katherine C. Hughes","is_ca":false},{"name":"Samantha Molsberry","is_ca":false},{"name":"Xiang Gao","is_ca":false},{"name":"Jae H. Kang","is_ca":false},{"name":"Michael A. Schwarzschild","is_ca":false},{"name":"Alberto Ascherio","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01976128635125985,"gpt":0.3041073326384867,"spread":0.2843460462872269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008911357,0.0005663383,0.0004330321,0.0009218955,0.0004829116,0.0006173392,0.0004084138,0.0005354737,0.001344793],"category_scores_gemma":[0.003248566,0.0003590098,0.0007312688,0.0009410317,0.0003629987,0.0004951447,0.0004555362,0.000675425,0.0002061263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382378,"about_ca_system_score_gemma":0.000253642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006746814,"about_ca_topic_score_gemma":0.00908241,"domain_scores_codex":[0.999645,0.00009908406,0.00003369459,0.00007773334,0.00008182052,0.00006260236],"domain_scores_gemma":[0.9987199,0.000217888,0.0007227881,0.00005593203,0.00009627575,0.0001872078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001664886,0.00003380376,0.9984369,0.00001383694,0.00005586644,0.0000920146,0.0000594398,0.00002576989,0.00005754652,0.00000916407,0.00006477772,0.0009844598],"study_design_scores_gemma":[0.000007302821,0.0001205314,0.9993554,0.000006702116,0.00003151309,0.0002274124,0.00007455843,0.00008096924,0.00001924612,0.00001618293,0.00005816504,0.000002045986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997738,0.001323002,0.00004059283,0.00009667631,0.0000175728,0.000007708329,0.0001921734,0.000004892679,0.0005793405],"genre_scores_gemma":[0.9994242,0.0002113879,0.00003090339,0.00003152208,0.00002866983,0.000003421955,0.0001241655,6.65791e-7,0.0001449565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006746814,"threshold_uncertainty_score":0.0134151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410930668","doi":"10.1136/bmjno-2024-001007","title":"Serum neurofilament light is superior to glial fibrillary acidic protein to distinguish sporadic frontotemporal dementia from late-onset primary psychiatric disorders: a retrospective DIPPA-FTD study","year":2025,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Neurological Institute and Hospital; Douglas Mental Health University Institute","funders":"Medical Research Council; Technische Universität München; EU Joint Programme – Neurodegenerative Disease Research; National Health and Medical Research Council; McGill University","keywords":"Frontotemporal dementia; Glial fibrillary acidic protein; Dementia; Neurofilament; Medicine; Neuroscience; Psychiatry; Psychology; Pathology; Disease; Immunohistochemistry","authors":[{"name":"Sterre C.M. de Boer","is_ca":false},{"name":"Chiara Fenoglio","is_ca":false},{"name":"Andrea Arighi","is_ca":false},{"name":"Lisa Wissink","is_ca":false},{"name":"Lina Riedl","is_ca":false},{"name":"Ishana Rue","is_ca":true},{"name":"Ramón Landín-Romero","is_ca":false},{"name":"Sophie Matis","is_ca":false},{"name":"Zac Chatterton","is_ca":false},{"name":"Glenda M. Halliday","is_ca":false},{"name":"Janine Diehl‐Schmid","is_ca":false},{"name":"Olivier Piguet","is_ca":false},{"name":"Inge M.W. Verberk","is_ca":false},{"name":"Charlotte E. Teunissen","is_ca":false},{"name":"Simon Ducharme","is_ca":true},{"name":"Sven J. van der Lee","is_ca":false},{"name":"Yolande A.L. Pijnenburg","is_ca":false},{"name":"Daniela Galimberti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01765753475313247,"gpt":0.3313244502931628,"spread":0.3136669155400303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001028022,0.0005806772,0.0007221868,0.001088754,0.000594084,0.0008336083,0.0004173667,0.0005369966,0.0007897113],"category_scores_gemma":[0.002330874,0.0005503634,0.0006420733,0.000803482,0.0004679142,0.0005110433,0.000472315,0.0004563107,0.0002839659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004372479,"about_ca_system_score_gemma":0.0002732669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004067359,"about_ca_topic_score_gemma":0.003562826,"domain_scores_codex":[0.999307,0.0001297257,0.0001049936,0.0002650956,0.0001249399,0.00006819492],"domain_scores_gemma":[0.9985904,0.00027115,0.0004727799,0.0001670553,0.0002533378,0.0002451871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000423105,0.00003053699,0.9982994,0.000007655404,0.00008351928,0.0002043939,0.00006422206,0.00001417162,0.0002566255,0.000004749588,0.00002698467,0.000584559],"study_design_scores_gemma":[0.00002404263,0.0003179939,0.9980801,0.000005549927,0.00009925858,0.0009741792,0.000108753,0.0001771792,0.00009131389,0.00001725025,0.00009939205,0.000005034343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999275,0.0003676153,0.00007193918,0.000007383944,0.00000400706,0.000008421911,0.0001167557,0.00000241481,0.0001464075],"genre_scores_gemma":[0.9997004,0.00006110485,0.00003743745,0.000007076167,0.000004566269,0.000003700156,0.0001516294,0.000001185741,0.00003302313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004067359,"threshold_uncertainty_score":0.008087397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315881065","doi":"10.1136/bmjno-2022-000349","title":"Differential age-associated brain atrophy and white matter changes among homeless and precariously housed individuals compared with the general population","year":2023,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; York University; BC Mental Health & Substance Use Services; University of British Columbia","funders":"Medical Research Council; Canadian Institutes of Health Research; Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; University of Cambridge","keywords":"Fractional anisotropy; Population; White matter; Medicine; Atrophy; Psychology; Gerontology; Internal medicine; Magnetic resonance imaging; Environmental health","authors":[{"name":"Jacob L. Stubbs","is_ca":true},{"name":"Andrea A. Jones","is_ca":true},{"name":"Daniel Wolfman","is_ca":true},{"name":"Ryan C. Y. Chan","is_ca":true},{"name":"Fidel Vila‐Rodriguez","is_ca":true},{"name":"Alexandra T. Vertinsky","is_ca":true},{"name":"Manraj K.S. Heran","is_ca":true},{"name":"Wayne Su","is_ca":true},{"name":"Donna J. Lang","is_ca":true},{"name":"Thalia S. Field","is_ca":true},{"name":"Kristina M. Gicas","is_ca":true},{"name":"Melissa L. Woodward","is_ca":true},{"name":"Allen E. Thornton","is_ca":true},{"name":"Alasdair M. Barr","is_ca":true},{"name":"Olga Leonova","is_ca":true},{"name":"William MacEwan","is_ca":true},{"name":"Alexander Rauscher","is_ca":true},{"name":"William G. Honer","is_ca":true},{"name":"William J. Panenka","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05167780466325929,"gpt":0.3819200541594407,"spread":0.3302422494961815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003714559,0.0002093143,0.0003688188,0.0007960845,0.0004225832,0.0005187846,0.0003968047,0.0003094796,0.001519424],"category_scores_gemma":[0.001810442,0.0001719008,0.0003124263,0.0006142193,0.0003808549,0.0004004735,0.0006358108,0.000294875,0.0001808378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002034209,"about_ca_system_score_gemma":0.000151472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009124038,"about_ca_topic_score_gemma":0.01598946,"domain_scores_codex":[0.9997589,0.00003847633,0.00002570003,0.0001017097,0.00003358473,0.00004156306],"domain_scores_gemma":[0.9991743,0.00007322673,0.0004872159,0.00008114633,0.00008300684,0.000101121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001903674,0.00002283704,0.9955441,0.00003784948,0.0001280617,0.0001614929,0.0005943947,0.0000335152,0.0007216983,0.00003734451,0.0002147338,0.002313737],"study_design_scores_gemma":[0.000001913024,0.00002948601,0.9993624,0.000009884066,0.0000188475,0.0001700871,0.0002123728,0.00003513827,0.00004021007,0.00003258656,0.00008477984,0.000002185593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990939,0.0002056924,0.00006212163,0.00002439537,0.000002730145,0.000004359182,0.0004836928,0.000002931801,0.0001201708],"genre_scores_gemma":[0.9990044,0.0001131759,0.0001106849,0.0000276656,0.000007759279,0.000007471183,0.0005966308,0.000002311205,0.0001298766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009124038,"threshold_uncertainty_score":0.01814187,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408741665","doi":"10.1136/bmjno-2024-000953","title":"Visual processing capacity and cognitive decline in Parkinson’s disease","year":2025,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Else Kröner-Fresenius-Stiftung; Deutsche Forschungsgemeinschaft","keywords":"Montreal Cognitive Assessment; Parkinson's disease; Cognition; Dementia; Audiology; Visual processing; Cognitive decline; Visual memory; Working memory; Psychology; Disease; Cohort; Visual perception; Medicine; Perception; Cognitive impairment; Psychiatry; Neuroscience; Internal medicine","authors":[{"name":"Katharina Gerner","is_ca":false},{"name":"Peter Bublak","is_ca":false},{"name":"Kathrin Finke","is_ca":false},{"name":"Simon Schrenk","is_ca":false},{"name":"Adriana L. Ruiz‐Rizzo","is_ca":false},{"name":"Franziska Wagner","is_ca":false},{"name":"Carsten M. Klingner","is_ca":false},{"name":"Stefan Brodoehl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03336112106872877,"gpt":0.365032823744492,"spread":0.3316717026757632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008094619,0.0004970839,0.0003185485,0.001344743,0.0002743422,0.000678057,0.0003567432,0.0005330007,0.001374953],"category_scores_gemma":[0.003694152,0.0001572814,0.0003217076,0.0006320776,0.0005744279,0.0005270927,0.0006448369,0.0004565857,0.0001215381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003036984,"about_ca_system_score_gemma":0.0002294162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003736615,"about_ca_topic_score_gemma":0.001885743,"domain_scores_codex":[0.9997745,0.00005259796,0.0000289239,0.00006328896,0.00005509606,0.000025608],"domain_scores_gemma":[0.9976919,0.0008463715,0.0009390312,0.00009775066,0.0002164998,0.0002086181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008612922,0.0002464232,0.9842658,0.0001015968,0.0002141914,0.000179417,0.0003542084,0.0005239641,0.001201376,0.00007053657,0.0001250567,0.01185607],"study_design_scores_gemma":[0.000005463005,0.0002206963,0.9987975,0.000008916474,0.00002480008,0.0002599677,0.00006877825,0.0002624558,0.0001031234,0.0001706992,0.0000735384,0.000003936605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977558,0.001506166,0.00009487911,0.00003293696,0.000003956733,0.000009835856,0.0001705789,0.000005424038,0.0004205005],"genre_scores_gemma":[0.999587,0.0001408253,0.00007365811,0.000008448774,0.000004760886,0.000005153375,0.0001102898,8.51864e-7,0.00006904977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003736615,"threshold_uncertainty_score":0.007429719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401788998","doi":"10.1136/bmjno-2024-000765","title":"Prognostic value of the 5-SENSE Score to predict focality of the seizure-onset zone as assessed by stereoelectroencephalography: a prospective international multicentre validation study","year":2024,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Montreal Neurological Institute and Hospital; Dalhousie University","funders":"Institute of Neurosciences, Mental Health and Addiction; Medical Research Council; University of Melbourne; Monash University; National Health and Medical Research Council; Austin Medical Research Foundation","keywords":"Stereoelectroencephalography; Medicine; Concordance; Prospective cohort study; Observational study; Epilepsy; Gold standard (test); Epilepsy surgery; Medical physics; Physical therapy; Surgery; Radiology; Internal medicine; Psychiatry","authors":[{"name":"Alexandra Astner-Rohracher","is_ca":false},{"name":"Alyssa Ho","is_ca":false},{"name":"John D. Archer","is_ca":false},{"name":"Fabrice Bartoloméi","is_ca":false},{"name":"Milan Brázdil","is_ca":false},{"name":"Melita Čačić Hribljan","is_ca":false},{"name":"James F. Castellano","is_ca":false},{"name":"Irena Doležalová","is_ca":false},{"name":"Martin Fabricius","is_ca":false},{"name":"Mercedes Garcés‐Sánchez","is_ca":false},{"name":"Kahina Hammam","is_ca":false},{"name":"Akio Ikeda","is_ca":false},{"name":"Kristin M. Ikeda","is_ca":true},{"name":"Philippe Kahane","is_ca":false},{"name":"Giridhar P. Kalamangalam","is_ca":false},{"name":"Gudrun Kalss","is_ca":false},{"name":"Mays Khweileh","is_ca":false},{"name":"Katsuya Kobayashi","is_ca":false},{"name":"Patrick Kwan","is_ca":false},{"name":"Joshua Laing","is_ca":false},{"name":"Markus Leitinger","is_ca":false},{"name":"Samden Lhatoo","is_ca":false},{"name":"Julia Makhalova","is_ca":false},{"name":"Aileen McGonigal","is_ca":false},{"name":"Iona Mindruta","is_ca":false},{"name":"Mary Margaret Mizera","is_ca":false},{"name":"Andrew Neal","is_ca":false},{"name":"Irina Oane","is_ca":false},{"name":"Prachi Parikh","is_ca":false},{"name":"Piero Perucca","is_ca":false},{"name":"Francesca Pizzo","is_ca":false},{"name":"Rodrigo Rocamora","is_ca":false},{"name":"Philippe Ryvlin","is_ca":false},{"name":"Victoria San Antonio‐Arce","is_ca":false},{"name":"Stephan Schuele","is_ca":false},{"name":"Andreas Schulze‐Bonhage","is_ca":false},{"name":"Ana Suller Martí","is_ca":true},{"name":"Alexandra Urban","is_ca":false},{"name":"Vincente Villanueva","is_ca":false},{"name":"Laura Vilella Bertran","is_ca":false},{"name":"Benjamin Whatley","is_ca":true},{"name":"Sándor Beniczky","is_ca":false},{"name":"Eugen Trinka","is_ca":false},{"name":"Georg Zimmermann","is_ca":false},{"name":"Birgit Frauscher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02264458338073967,"gpt":0.3641126950578091,"spread":0.3414681116770694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004865803,0.0008023519,0.0005221885,0.001270717,0.0002975031,0.0008426235,0.0006785383,0.0007633595,0.0009971102],"category_scores_gemma":[0.01153521,0.0002504975,0.0009963025,0.0007105116,0.0005917992,0.000587159,0.0009783906,0.0004926466,0.0003330917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002908017,"about_ca_system_score_gemma":0.0003775812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001376557,"about_ca_topic_score_gemma":0.001108213,"domain_scores_codex":[0.9983505,0.0007176998,0.0001867802,0.0003211626,0.000286297,0.0001375543],"domain_scores_gemma":[0.9930906,0.001982411,0.001986902,0.0008483675,0.001251225,0.00084054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007190771,0.0001005747,0.9972165,0.00001773777,0.0001517783,0.00004129342,0.00006958465,0.0001735857,0.0001491736,0.00002074232,0.000116809,0.001223036],"study_design_scores_gemma":[0.0001231018,0.001006013,0.9968368,0.00001389979,0.0001035266,0.0002353638,0.0001006595,0.001273942,0.0001027486,0.00004007515,0.0001530108,0.00001073997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987417,0.0001222679,0.000352227,0.00002651444,0.00001027865,0.00007053868,0.0003967388,0.000003867739,0.0002758624],"genre_scores_gemma":[0.9982557,0.00004340359,0.0003816752,0.00002045936,0.000009959974,0.00004806392,0.001163617,0.000002591563,0.00007448861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004865803,"threshold_uncertainty_score":0.02573317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407027521","doi":"10.1136/bmjno-2024-000940","title":"Spinal cord demyelination predicts neurological deterioration in patients with mild degenerative cervical myelopathy","year":2025,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Spine Surgery Institute; Polytechnique Montréal; University of Toronto; Mila - Quebec Artificial Intelligence Institute; Université de Montréal; University of Calgary","funders":"Canadian Institutes of Health Research; Department of Clinical Neurosciences, University of Calgary","keywords":"Medicine; Myelopathy; Spinal cord; Diffusion MRI; Dorsum; Multiple sclerosis; Spinal cord compression; Receiver operating characteristic; Cervical spondylosis; Magnetic resonance imaging; Radiology; Physical medicine and rehabilitation; Surgery; Internal medicine; Pathology; Anatomy","authors":[{"name":"Abdul Al-Shawwa","is_ca":true},{"name":"Michael Craig","is_ca":true},{"name":"Kalum Ost","is_ca":true},{"name":"David C. Anderson","is_ca":true},{"name":"Steve Casha","is_ca":true},{"name":"W. Bradley Jacobs","is_ca":true},{"name":"Nathan Evaniew","is_ca":true},{"name":"Saswati Tripathy","is_ca":true},{"name":"Jacques Bouchard","is_ca":true},{"name":"Peter Lewkonia","is_ca":true},{"name":"Fred Nicholls","is_ca":true},{"name":"Alex Soroceanu","is_ca":true},{"name":"Ganesh Swamy","is_ca":true},{"name":"Kenneth Thomas","is_ca":true},{"name":"Stephan DuPlessis","is_ca":true},{"name":"Michael Yang","is_ca":true},{"name":"Julien Cohen‐Adad","is_ca":true},{"name":"Nicholas Dea","is_ca":true},{"name":"Jefferson R. Wilson","is_ca":true},{"name":"David W. Cadotte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02756261882537675,"gpt":0.3395624511991817,"spread":0.3119998323738049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090705,0.0005378571,0.0003898284,0.0008190036,0.000299308,0.0006293014,0.0003586065,0.0004619323,0.001315605],"category_scores_gemma":[0.006130298,0.0001129107,0.0003972707,0.0004265391,0.0002532834,0.0004272996,0.0004686891,0.0004726138,0.0003170381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003418255,"about_ca_system_score_gemma":0.0004660379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003834824,"about_ca_topic_score_gemma":0.006505034,"domain_scores_codex":[0.999719,0.0000660603,0.00005208987,0.00006872953,0.00005821923,0.00003586454],"domain_scores_gemma":[0.9977526,0.0008366916,0.0006768046,0.0001036818,0.0003830766,0.000247128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001790473,0.00002631154,0.9959065,0.00001488319,0.00003334926,0.00005440352,0.00002287857,0.0006601103,0.0002096222,0.000005935357,0.00007689685,0.002809922],"study_design_scores_gemma":[0.00001264475,0.0003622026,0.9874643,0.00002766765,0.00006968719,0.0004203726,0.00009893644,0.01100044,0.0002708273,0.00009984382,0.0001642004,0.000008876826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987445,0.0003109381,0.0002976855,0.00007961073,0.000007386255,0.0000115856,0.0002360039,0.00001318976,0.0002990944],"genre_scores_gemma":[0.9993863,0.00005084639,0.0001970332,0.000008853524,0.000009138348,0.000003954228,0.0002985859,0.000001003278,0.00004416954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003834824,"threshold_uncertainty_score":0.007624984,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404620019","doi":"10.1136/bmjno-2024-000819","title":"Undiagnosed major risk factors in acute ischaemic stroke patients in Qatar: analysis from the Qatar stroke registry","year":2024,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":2,"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":"","keywords":"Ischaemic stroke; Stroke (engine); Medicine; Acute stroke; Emergency medicine; Internal medicine; Atrial fibrillation; Tissue plasminogen activator; Engineering","authors":[{"name":"Kim Tran","is_ca":true},{"name":"Naveed Akhtar","is_ca":false},{"name":"Sujatha Joseph","is_ca":false},{"name":"Deborah Morgan","is_ca":false},{"name":"Ryan Uy","is_ca":false},{"name":"Blessy Babu","is_ca":false},{"name":"Ashfaq Shuaib","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01718644161921392,"gpt":0.3058851950930385,"spread":0.2886987534738246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001973154,0.0003714894,0.0005987261,0.001501224,0.0005890606,0.0007004941,0.0006140597,0.0005570948,0.001904589],"category_scores_gemma":[0.00335452,0.0004423136,0.0006390264,0.002223444,0.0002999161,0.0005806903,0.0007676668,0.0004666736,0.0003793265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005685973,"about_ca_system_score_gemma":0.0009078671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01850885,"about_ca_topic_score_gemma":0.0170653,"domain_scores_codex":[0.9988938,0.0003177367,0.0001686283,0.0002319593,0.0002098099,0.0001780486],"domain_scores_gemma":[0.9973391,0.0003003365,0.001673009,0.0001553445,0.0003592561,0.0001728521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007007201,0.00002352531,0.998835,0.00001798137,0.00005316902,0.00006378968,0.00008091495,0.00004878119,0.0000566437,0.00001422796,0.0001990074,0.0005367902],"study_design_scores_gemma":[0.00001034523,0.00004651005,0.9993415,0.0000128038,0.0000247001,0.0001444915,0.0001257292,0.0001733703,0.00001162595,0.00001148029,0.00009458894,0.000002847806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973438,0.0002787392,0.00008620596,0.00008779294,0.000005287981,0.00002556419,0.001949054,0.000003396624,0.0002203642],"genre_scores_gemma":[0.9963061,0.0002190994,0.0001208329,0.0001003117,0.0000207614,0.00004128846,0.003056956,0.000002008718,0.0001326478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01850885,"threshold_uncertainty_score":0.03680223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400355172","doi":"10.1136/bmjno-2024-000724","title":"Thrombus age does not differentiate between cardiogenic and atherosclerotic strokes","year":2024,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Thrombus; Cardiology; Internal medicine; Medicine; Cardiogenic shock; Myocardial infarction","authors":[{"name":"Jens Schwarze","is_ca":false},{"name":"Sophie Schumann","is_ca":false},{"name":"Silvio Brandt","is_ca":false},{"name":"Olaf Dirsch","is_ca":false},{"name":"Bernhard Rosengarten","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.044258806034911,"gpt":0.3302278551952844,"spread":0.2859690491603734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000945642,0.000202658,0.0003366795,0.000974106,0.0001751605,0.0005668552,0.0002396901,0.0004243274,0.003148076],"category_scores_gemma":[0.004532507,0.000129969,0.0002498545,0.0004436194,0.0002400496,0.0004534757,0.000351807,0.0002468548,0.0009097088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060947,"about_ca_system_score_gemma":0.0002137821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002345049,"about_ca_topic_score_gemma":0.0007008854,"domain_scores_codex":[0.9994155,0.0001242301,0.0001445149,0.00008765798,0.0001521851,0.0000759531],"domain_scores_gemma":[0.9973136,0.0008682598,0.001048412,0.0001336746,0.0002548655,0.0003811807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007024307,0.00003649205,0.986905,0.00006141673,0.00006672881,0.0002847572,0.00007651736,0.000039084,0.00286991,0.00007748182,0.0002024267,0.008677726],"study_design_scores_gemma":[0.00006502761,0.0005141966,0.9937255,0.00002940092,0.00008019859,0.003365654,0.00008318737,0.0003649103,0.000827725,0.0002145247,0.000724517,0.000005222826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965294,0.001187024,0.0006884946,0.00007854895,0.00004463402,0.00002455893,0.0002138012,0.000006879836,0.001226727],"genre_scores_gemma":[0.9990299,0.0001988533,0.0002270289,0.00002541131,0.00004548535,0.000006436612,0.0002443214,0.000002961015,0.0002196377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003148076,"threshold_uncertainty_score":0.01053137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417535958","doi":"10.1136/bmjno-2025-001441","title":"Determinants of health literacy and its impact on illness perception in patients with multiple sclerosis: evidence from patient-reported outcomes","year":2025,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychological intervention; Health literacy; Perception; Disease; Literacy; MEDLINE; Quality of life (healthcare)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08176673960593295,"gpt":0.4199290375537676,"spread":0.3381622979478347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01136659,0.0005120624,0.001099432,0.001645474,0.0004787587,0.00160665,0.0006966657,0.001113881,0.002446434],"category_scores_gemma":[0.03803558,0.0003626808,0.002991654,0.00270782,0.0007606467,0.0009205026,0.001400242,0.001435407,0.0002233942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005374966,"about_ca_system_score_gemma":0.0007626943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003894704,"about_ca_topic_score_gemma":0.004014665,"domain_scores_codex":[0.9918898,0.005318365,0.0008441174,0.0005976693,0.0009894685,0.0003605752],"domain_scores_gemma":[0.9413717,0.03721437,0.01548874,0.001535888,0.002736907,0.001652427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002427217,0.00008245017,0.9943968,0.0002048087,0.0009869466,0.00001547903,0.0001236998,0.00006110976,0.00000833452,0.00003104563,0.000108399,0.003738156],"study_design_scores_gemma":[0.00003819094,0.0002072962,0.9982626,0.0002022481,0.0005676494,0.00004081869,0.0001309421,0.0002351937,0.00001493176,0.00007224906,0.0002186015,0.000009382535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805694,0.01428415,0.0002980143,0.00091684,0.00004549346,0.00007710034,0.001892968,0.000007750843,0.001908394],"genre_scores_gemma":[0.9971209,0.001814946,0.0001644338,0.0001168744,0.00004063103,0.00005183206,0.0006259168,0.000001961571,0.00006240934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01136659,"threshold_uncertainty_score":0.06011301,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7116853657","doi":"10.1136/bmjno-2025-001363","title":"Healthcare use before paediatric multiple sclerosis onset differs by age and sex: a nationwide cohort study","year":2025,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; University of British Columbia","funders":"Canadian Institutes of Health Research; Crohn's and Colitis Canada; Multiple Sclerosis Society; Manitoba Medical Service Foundation; Multiple Sclerosis Society of Canada; Arthritis Society; Pfizer Foundation; Public Health Agency of Canada; Biogen; Vetenskapsrådet; Pfizer; National Multiple Sclerosis Society; Public Health Agency; Sanofi; U.S. Department of Defense","keywords":"Cohort study; Health care; Multiple sclerosis; Cohort; MEDLINE; Epidemiology; Retrospective cohort study","authors":[{"name":"Fredrik Sandesjö","is_ca":false},{"name":"Kyla A. McKay","is_ca":false},{"name":"Ali Manouchehrinia","is_ca":false},{"name":"Feng Zhu","is_ca":true},{"name":"Ruth Ann Marrie","is_ca":true},{"name":"Helen Tremlett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08303083136718861,"gpt":0.3723506083123043,"spread":0.2893197769451157,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006794507,0.0002609713,0.0004469099,0.0007837658,0.0004077838,0.000700346,0.0004435528,0.0004646644,0.001282334],"category_scores_gemma":[0.001498342,0.0004799432,0.0007988319,0.001715777,0.0002384876,0.0006035566,0.0005700078,0.0005633394,0.0002652245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004270785,"about_ca_system_score_gemma":0.0005783346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02441121,"about_ca_topic_score_gemma":0.02324916,"domain_scores_codex":[0.9992002,0.0001654115,0.0001006585,0.0002178966,0.0001628365,0.0001530934],"domain_scores_gemma":[0.9987432,0.0001309764,0.0007355731,0.0001116604,0.0001080793,0.000170464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002603474,0.000009680021,0.9993774,0.000004814968,0.00003600246,0.00006702562,0.0000609636,0.00001228785,0.00004254431,0.000005295581,0.00004311072,0.0003147931],"study_design_scores_gemma":[0.000001952313,0.00002998864,0.9995404,0.000005808298,0.00001483458,0.0001936056,0.00009702086,0.00003705745,0.00001066181,0.000003787311,0.00006328333,0.00000166272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988744,0.0001771096,0.00003350382,0.00002240714,0.00000290808,0.000006521812,0.0007060038,0.000002164057,0.0001751264],"genre_scores_gemma":[0.9988858,0.0002423093,0.00005376643,0.00001831154,0.000003699807,0.00001250817,0.0007075059,0.000002292015,0.00007385028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02441121,"threshold_uncertainty_score":0.04853821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408412848","doi":"10.1136/bmjno-2024-000957","title":"Impact of dual antiplatelet therapy on patients with minor stroke after thrombolysis: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"BMJ Neurology Open","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Meta-analysis; Minor stroke; Medicine; Thrombolysis; Stroke (engine); Internal medicine; Minor (academic); Cardiology; Myocardial infarction; Engineering","authors":[{"name":"Muhammad Hamayal","is_ca":false},{"name":"Warda Shahid","is_ca":false},{"name":"Iqra Iftikhar","is_ca":false},{"name":"Erum Siddiqui","is_ca":false},{"name":"Muhammad Awwab","is_ca":false},{"name":"Momina Hafeez","is_ca":false},{"name":"Muhammad Danyal Tahir","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05868754142805892,"gpt":0.3926102568889989,"spread":0.3339227154609399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008893536,0.002554122,0.01875785,0.00578852,0.0005624163,0.003037877,0.002005139,0.002223656,0.003245106],"category_scores_gemma":[0.0215745,0.001455547,0.03610415,0.006473418,0.0006177359,0.001506422,0.001341844,0.001687894,0.0002797124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002310568,"about_ca_system_score_gemma":0.003166503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005842666,"about_ca_topic_score_gemma":0.01283386,"domain_scores_codex":[0.9936389,0.002726935,0.001970266,0.0006534859,0.0007703535,0.0002399178],"domain_scores_gemma":[0.9867063,0.009526536,0.002295116,0.0003285888,0.0009404478,0.0002030092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001938339,0.00003365786,0.002674452,0.4527355,0.5321064,0.0001391281,0.00007871089,0.000375499,0.0001668633,0.00008796122,0.0004573317,0.009206146],"study_design_scores_gemma":[0.0004789125,0.0001731289,0.002551977,0.02259338,0.9728053,0.00009263566,0.00003601429,0.0001313379,0.00007457005,0.00009439222,0.000950068,0.00001824974],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004774714,0.9939126,0.0002892026,0.0001382816,0.00009971175,0.0002272906,0.0003609341,0.000015372,0.0001820051],"genre_scores_gemma":[0.1484068,0.8470544,0.001466415,0.0007497084,0.0002410075,0.001031648,0.0007215361,0.00002348793,0.0003050144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01875785,"threshold_uncertainty_score":0.04703408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7115726985","doi":"10.1136/bmjno-2025-001224","title":"Efficacy of intravenous thrombolysis in treating cortical and lacunar strokes: analysis from the Qatar Stroke Registry in a multi-ethnic population","year":2025,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; University of Alberta","funders":"","keywords":"Thrombolysis; Stroke (engine); Population; Lacunar stroke; Fibrinolytic agent; Clinical trial","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03948666890346193,"gpt":0.365227639847821,"spread":0.3257409709443591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002799115,0.0003454659,0.0007640033,0.001312568,0.000368973,0.0007419158,0.0004556887,0.0005101344,0.001050997],"category_scores_gemma":[0.004573665,0.0002809354,0.0009393016,0.001817544,0.0003120691,0.0004762275,0.0005372454,0.0004116624,0.0002558668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005000555,"about_ca_system_score_gemma":0.0006148911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006181543,"about_ca_topic_score_gemma":0.005500964,"domain_scores_codex":[0.9981001,0.0006561562,0.0003170872,0.000360933,0.0003884293,0.0001772017],"domain_scores_gemma":[0.9958281,0.0005534369,0.00269802,0.0002476051,0.000448653,0.0002242783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003580447,0.00003842125,0.9978604,0.00002332346,0.0002487306,0.00005297529,0.00006448921,0.00008975506,0.0001271455,0.00001412978,0.0001740726,0.0009486305],"study_design_scores_gemma":[0.00003722284,0.0001178049,0.9992188,0.000008773342,0.00008235692,0.0001130243,0.0000732624,0.0002303813,0.0000270478,0.000009984675,0.00007768672,0.000003673616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998095,0.0004356604,0.00007604953,0.00006939859,0.000004750028,0.00001810519,0.001129767,0.000003439641,0.0001678587],"genre_scores_gemma":[0.9978492,0.0001991619,0.00006583841,0.0000453957,0.00001694308,0.00002555169,0.001737712,0.000001808478,0.00005840815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006181543,"threshold_uncertainty_score":0.01480329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7116985745","doi":"10.1136/bmjno-2025-001313","title":"Study protocol for a multicentre, randomised, double-blinded, placebo-controlled, multi-arm, multi-stage, trial of SpironolacTone and famciclOovir in the treatment of Progressive Multiple Sclerosis to prevent disability progression: the STOP-MS trial","year":2025,"lang":"en","type":"article","venue":"BMJ Neurology Open","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"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":"National Health and Medical Research Council; Teva Pharmaceutical Industries; Mitsubishi Tanabe Pharma Corporation; GlaxoSmithKline; Biogen; Sanofi","keywords":"Clinical trial; Multiple sclerosis; Spironolactone; Protocol (science); Administration (probate law)","authors":[{"name":"Kayla Ward","is_ca":false},{"name":"Vivien Li","is_ca":false},{"name":"Sudarshini Ramanathan","is_ca":false},{"name":"Katherine Buzzard","is_ca":false},{"name":"Kaylene M. Young","is_ca":false},{"name":"Fiona Mckay","is_ca":false},{"name":"Vanessa Vigar","is_ca":false},{"name":"Sabrina Oishi","is_ca":false},{"name":"Lidia Madrid San Martin","is_ca":false},{"name":"Belinda J. Kaskow","is_ca":false},{"name":"Grant P. Parnell","is_ca":true},{"name":"Corey Smith","is_ca":false},{"name":"Vilija Jokubaitis","is_ca":false},{"name":"Tomas Kalincik","is_ca":false},{"name":"David C. Tscharke","is_ca":false},{"name":"Andrew Potter","is_ca":false},{"name":"Erin Brady","is_ca":false},{"name":"Jeannette Lechner-Scott","is_ca":false},{"name":"Lawrence Steinman","is_ca":false},{"name":"Mahesh Parmar","is_ca":false},{"name":"Chataway Jeremy","is_ca":false},{"name":"Todd Hardy","is_ca":false},{"name":"William M. Carroll","is_ca":false},{"name":"M. Barnett","is_ca":false},{"name":"Bruce Taylor","is_ca":false},{"name":"Simon Broadley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2817327530458859,"gpt":0.5059866021101453,"spread":0.2242538490642594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02159991,0.006532639,0.01058662,0.001925638,0.004273578,0.004359413,0.004392464,0.009049289,0.2663418],"category_scores_gemma":[0.0296682,0.003516518,0.004118707,0.003151739,0.00338021,0.004656712,0.002149762,0.01040597,0.05855913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004436519,"about_ca_system_score_gemma":0.01884135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001841506,"about_ca_topic_score_gemma":0.004798691,"domain_scores_codex":[0.9855466,0.007754648,0.001767918,0.002244313,0.001358447,0.001328008],"domain_scores_gemma":[0.9871488,0.002688601,0.002309906,0.002199125,0.002787693,0.002865925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7164903,0.009707081,0.001106558,0.04296441,0.001550888,0.0005516181,0.0006684517,0.001336595,0.002765228,0.01493082,0.1382889,0.06963919],"study_design_scores_gemma":[0.7757774,0.01657609,0.002034327,0.008023214,0.0006945986,0.0001986761,0.0001559565,0.001852063,0.0007397162,0.005948142,0.1878341,0.0001656768],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009253312,0.0005784614,0.002028583,0.0004174149,0.0009544636,0.9861855,0.005949861,0.0001721589,0.002788334],"genre_scores_gemma":[0.001724358,0.0002859305,0.002574412,0.0005098419,0.0001915928,0.9918289,0.001006179,0.00002316102,0.001855703],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2663418,"threshold_uncertainty_score":0.8910021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}