{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"af8133ae2ac3","filters":{"venue":"Brain Disorders"}},"results":[{"id":"W4391693511","doi":"10.1016/j.dscb.2024.100122","title":"Containment of neuroimmune challenge by diosgenin confers amelioration of neurochemical and neurotrophic dysfunctions in ketamine-induced schizophrenia in mice","year":2024,"lang":"en","type":"article","venue":"Brain Disorders","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Neurochemical; Pharmacology; Ketamine; Neuroinflammation; Medicine; Neurotrophic factors; Brain-derived neurotrophic factor; Hippocampus; Prefrontal cortex; Internal medicine; Endocrinology; Psychology; Neuroscience; Anesthesia; Inflammation; Receptor","authors":[{"name":"Benneth Ben‐Azu","is_ca":true},{"name":"Olusegun G. Adebayo","is_ca":false},{"name":"Aliance Romain Fokoua","is_ca":false},{"name":"Jackson E. Onuelu","is_ca":false},{"name":"Jerome Ndudi Asiwe","is_ca":false},{"name":"Emuesiri Goodies Moke","is_ca":false},{"name":"Itivere Adrian Omogbiya","is_ca":false},{"name":"Oghenemarho L. Okpara","is_ca":false},{"name":"Jennifer E. Okoro","is_ca":false},{"name":"Omadevuaye M. Oghenevwerutevwe","is_ca":false},{"name":"Christian I. Uruaka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01530185864750586,"gpt":0.2506447523100122,"spread":0.2353428936625063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001693413,0.0005719032,0.0003098002,0.0005909886,0.0001571224,0.0002270154,0.0002341769,0.0003649328,0.001052292],"category_scores_gemma":[0.00008059941,0.0002622148,0.0003054514,0.0001763146,0.0003561188,0.0003142618,0.0001834787,0.0008344269,0.0002620029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002749187,"about_ca_system_score_gemma":0.0004072981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008485411,"about_ca_topic_score_gemma":0.002292828,"domain_scores_codex":[0.9998329,0.00002251816,0.00002371561,0.00003243605,0.00003328616,0.0000551335],"domain_scores_gemma":[0.9998042,0.000007916869,0.00006892338,0.00001556619,0.00001203523,0.00009145818],"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":[0.0007941247,0.0002483906,0.0003062506,0.00003050771,0.000008060721,0.00006512427,0.00002704138,0.00004549252,0.9973737,0.00008198625,0.00003180085,0.0009875025],"study_design_scores_gemma":[0.0002321216,0.00735519,0.01798018,0.00002602527,0.00006595156,0.0003631129,0.0001248673,0.001113526,0.9707649,0.0001839384,0.001774267,0.00001579759],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977081,0.0004076738,0.0007260055,0.00007712792,0.00002140979,0.00003555378,0.000347793,0.000063444,0.0006129093],"genre_scores_gemma":[0.9941142,0.0007695788,0.001674091,0.00007156389,0.00001051621,0.00008473205,0.000617374,0.00001958613,0.002638345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001052292,"threshold_uncertainty_score":0.00352025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229450125","doi":"10.1016/j.dscb.2022.100037","title":"A review of diagnostic imaging approaches to assessing Parkinson's disease","year":2022,"lang":"en","type":"review","venue":"Brain Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Parkinson's disease; Neuroimaging; Disease; Medicine; Motor symptoms; Postural instability; Magnetic resonance imaging; Neurodegeneration; Physical medicine and rehabilitation; Neuroscience; Gait; Balance (ability); Pathology; Psychology; Radiology","authors":[{"name":"Ethan Samson","is_ca":true},{"name":"Michael D. Noseworthy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1107766184489501,"gpt":0.3443274522356928,"spread":0.2335508337867427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002094019,0.001405979,0.001872952,0.007805416,0.0005137929,0.001551587,0.002118673,0.001990551,0.003938322],"category_scores_gemma":[0.005490855,0.0005899129,0.001420988,0.005104017,0.001325662,0.002234399,0.0008299201,0.002279317,0.002415365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417831,"about_ca_system_score_gemma":0.00218017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003402653,"about_ca_topic_score_gemma":0.004255187,"domain_scores_codex":[0.9985146,0.0003655665,0.0003773293,0.0002232663,0.0004504247,0.00006886087],"domain_scores_gemma":[0.9963338,0.002036614,0.0003640591,0.00007915122,0.001062315,0.0001240667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001039047,0.00007456402,0.0008666901,0.0345682,0.0001679006,0.0006609289,0.0001863225,0.0003397477,0.001015041,0.002481023,0.06031905,0.8992167],"study_design_scores_gemma":[0.00002575649,0.0001501509,0.003884987,0.03254539,0.0004572261,0.01126446,0.0001983144,0.0002426835,0.0005630986,0.002247703,0.9483397,0.00008058575],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000133298,0.996797,0.0005449516,0.0007301121,0.0004620629,0.00001748325,0.00004105624,0.00002075868,0.001253302],"genre_scores_gemma":[0.0009618364,0.9956969,0.00138496,0.000796799,0.0006782942,0.00003222052,0.00008740148,0.000006596772,0.0003550774],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007805416,"threshold_uncertainty_score":0.01317501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4307957486","doi":"10.1016/j.dscb.2022.100058","title":"A review of molecular and genetic factors for determining mild traumatic brain injury severity and recovery","year":2022,"lang":"en","type":"review","venue":"Brain Disorders","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Traumatic brain injury; Medicine; Concussion; Epigenetics; Neuroprotection; Bioinformatics; Neuroscience; Psychology; Poison control; Injury prevention; Biology; Psychiatry; Gene; Genetics","authors":[{"name":"Mahnaz Tajik","is_ca":true},{"name":"Michael D. Noseworthy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1342498285052477,"gpt":0.4069647282711961,"spread":0.2727148997659484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001187651,0.001105194,0.001931702,0.003715188,0.0003106043,0.001224443,0.001075928,0.00101667,0.00484956],"category_scores_gemma":[0.003117816,0.000348913,0.001619901,0.003055156,0.0004781938,0.001396834,0.0005583559,0.001344719,0.001461148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008161328,"about_ca_system_score_gemma":0.00193289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002767489,"about_ca_topic_score_gemma":0.003193822,"domain_scores_codex":[0.9994096,0.0001348428,0.0001713648,0.0001183282,0.0001286123,0.00003731263],"domain_scores_gemma":[0.9982634,0.001135329,0.0002082505,0.0000348028,0.0003051712,0.0000531507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002353521,0.0001189424,0.001950017,0.06488781,0.000631945,0.0004407371,0.000180698,0.000420356,0.001579689,0.002718943,0.04500502,0.8818304],"study_design_scores_gemma":[0.00003791482,0.0003940531,0.01152634,0.03561663,0.002165569,0.004457542,0.0002279111,0.000293336,0.0009685592,0.003149591,0.941061,0.0001014318],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002593852,0.9978805,0.0003296551,0.0005178833,0.0002743186,0.0000114363,0.0001426286,0.00001678755,0.0005674548],"genre_scores_gemma":[0.001081012,0.9972807,0.0005550533,0.0002919422,0.000255829,0.00002066901,0.0001741883,0.000003975632,0.000336556],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00484956,"threshold_uncertainty_score":0.01622337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229451685","doi":"10.1016/j.dscb.2022.100036","title":"Functional, but minimal microstructural brain changes present in aging Canadian football league players years after retirement","year":2022,"lang":"en","type":"article","venue":"Brain Disorders","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Fractional anisotropy; Diffusion MRI; Psychology; Athletes; Neuropsychology; Football; Magnetic resonance imaging; Audiology; Medicine; Physical therapy; Neuroscience; Cognition; Radiology","authors":[{"name":"Ethan Danielli","is_ca":true},{"name":"Nicholas Simard","is_ca":true},{"name":"Bhanu Sharma","is_ca":true},{"name":"Mitchell Doughty","is_ca":true},{"name":"Michael D. Noseworthy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03836379354505583,"gpt":0.299832831754734,"spread":0.2614690382096782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002243971,0.0003209662,0.0002104209,0.0007844562,0.0008199547,0.0003685721,0.0003273867,0.0003631543,0.0008239179],"category_scores_gemma":[0.0006836672,0.0001448611,0.0001286549,0.0004171167,0.0004725383,0.0001733543,0.0002402208,0.0002069214,0.0001258086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049999,"about_ca_system_score_gemma":0.001113357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3026317,"about_ca_topic_score_gemma":0.4234368,"domain_scores_codex":[0.9998579,0.000006790427,0.000006871466,0.00002720414,0.00003864958,0.00006251415],"domain_scores_gemma":[0.9997372,0.00002069616,0.00009201414,0.00001171042,0.00007196339,0.00006640012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003697259,0.0001143237,0.9864678,0.00002444899,0.00003936926,0.0005990966,0.0005097417,0.00005825073,0.005707046,0.00001941296,0.000177253,0.005913457],"study_design_scores_gemma":[0.00000156629,0.00005401365,0.9995436,0.000001113049,0.000004612313,0.0001608105,0.0001013205,0.00002170622,0.00005353197,0.000002867001,0.00005388924,0.000001018374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996895,0.0000640166,0.00001768293,0.000009873554,0.000001365758,0.000005888087,0.00008832733,0.000001083719,0.0001222889],"genre_scores_gemma":[0.9994922,0.00003965072,0.0000384605,0.0000139497,0.000003505762,0.000002975237,0.0002005525,5.139745e-7,0.0002082337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6973683,"threshold_uncertainty_score":0.6017404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406606072","doi":"10.1016/j.dscb.2025.100181","title":"The evolving spectrum of LAMA2 related congenital muscular dystrophy (MDC1)-Case series and review of literature","year":2025,"lang":"en","type":"article","venue":"Brain Disorders","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"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":"Series (stratigraphy); Muscular dystrophy; Spectrum (functional analysis); Medicine; Biology; Physics; Internal medicine","authors":[{"name":"Rahul Sinha","is_ca":false},{"name":"Sonali Singh","is_ca":true},{"name":"Zulfikar Luhar","is_ca":false},{"name":"Ankit Kumar Meena","is_ca":false},{"name":"Arvinder Wander","is_ca":false},{"name":"Dharmesh Soneji","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.001704607535133995,"gpt":0.2149680591082599,"spread":0.2132634515731259,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000382716,0.0008205203,0.0007229573,0.00473019,0.0006800295,0.001346736,0.001120575,0.00118756,0.003199938],"category_scores_gemma":[0.002067365,0.0003159079,0.0004369367,0.004171059,0.0008141471,0.00152763,0.0008225235,0.000865967,0.001152678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000529671,"about_ca_system_score_gemma":0.0006502372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008127569,"about_ca_topic_score_gemma":0.00171112,"domain_scores_codex":[0.9993899,0.00006527453,0.0002193519,0.0001464829,0.0001028568,0.00007616628],"domain_scores_gemma":[0.9986638,0.000517684,0.0003884339,0.0000996103,0.0001855143,0.0001449943],"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":[0.0001213568,0.0001561299,0.0458668,0.008864172,0.0002147259,0.6820487,0.001065852,0.0005268664,0.004846209,0.001421725,0.01996578,0.2349017],"study_design_scores_gemma":[0.000003903792,0.00002578103,0.00822749,0.00127717,0.0001028267,0.962528,0.000442491,0.00008300144,0.0005299607,0.0004934458,0.02626138,0.00002457665],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1002447,0.878809,0.002113746,0.002445025,0.001391944,0.000120771,0.0005832949,0.0001766752,0.01411482],"genre_scores_gemma":[0.4039424,0.581667,0.003275365,0.002814604,0.004159953,0.00008000354,0.000832996,0.00007685996,0.003150683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00473019,"threshold_uncertainty_score":0.01070487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385407592","doi":"10.1016/j.dscb.2023.100089","title":"A perspective on next generation nanomedicine: Nanogels for therapeutic delivery in biomedical research","year":2023,"lang":"en","type":"article","venue":"Brain Disorders","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Krembil Foundation; University of Toronto","funders":"","keywords":"Nanomedicine; Perspective (graphical); Nanotechnology; Drug delivery; Medicine; Engineering ethics; Computer science; Engineering; Materials science; Nanoparticle; Artificial intelligence","authors":[{"name":"Dharmeshkumar M. Modi","is_ca":false},{"name":"Akshat D. Modi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09597943440643063,"gpt":0.3668542464793962,"spread":0.2708748120729655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005193774,0.001218752,0.002066565,0.001320478,0.001141885,0.004369002,0.002776314,0.01109498,0.01624356],"category_scores_gemma":[0.002903935,0.0004413884,0.001104745,0.0008565465,0.003805745,0.009833375,0.001952913,0.005545397,0.005424105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002817974,"about_ca_system_score_gemma":0.003619489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001352821,"about_ca_topic_score_gemma":0.002513666,"domain_scores_codex":[0.998777,0.0004084146,0.00006558351,0.0002044777,0.0003252153,0.000219351],"domain_scores_gemma":[0.99748,0.001487622,0.0001698086,0.00009930434,0.0004591401,0.0003042062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008416862,0.0008163256,0.0005176436,0.008271401,0.0001147771,0.001078676,0.0003932645,0.003540648,0.03438397,0.3647718,0.2667686,0.3185013],"study_design_scores_gemma":[0.00009101861,0.0007721162,0.0003407098,0.001372608,0.00005726244,0.001023551,0.0003401405,0.002559662,0.006550522,0.1404435,0.8463569,0.00009203636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002065496,0.8276194,0.02692212,0.1118882,0.01085908,0.00007120331,0.0002786766,0.0003497848,0.01994598],"genre_scores_gemma":[0.04447946,0.8109872,0.04590101,0.06099056,0.01433821,0.0003419121,0.0004540875,0.0002054106,0.02230214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01624356,"threshold_uncertainty_score":0.05434018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410421348","doi":"10.1016/j.dscb.2025.100237","title":"Plasma macrophage migration inhibitory factor and matrix metalloproteinase-9 levels, and their related factors in Alzheimer’s disease","year":2025,"lang":"en","type":"article","venue":"Brain Disorders","topic":"Macrophage Migration Inhibitory Factor","field":"Immunology and Microbiology","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":"Medical Science and Technology Project of Zhejiang Province","keywords":"Macrophage migration inhibitory factor; Matrix metalloproteinase; Matrix metalloproteinase 9; Macrophage; Disease; Alzheimer's disease; Inhibitory postsynaptic potential; Medicine; Immunology; Internal medicine; Chemistry; In vitro; Biochemistry; Cytokine","authors":[{"name":"Zhengchuang Fu","is_ca":false},{"name":"Min Wang","is_ca":false},{"name":"Mingquan Yu","is_ca":false},{"name":"Quanfeng Zhu","is_ca":false},{"name":"Yali Zheng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01142113150676561,"gpt":0.2449315751074944,"spread":0.2335104436007288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002153607,0.0002992806,0.0002621841,0.0005893433,0.0002242968,0.0002825247,0.0001019087,0.000248674,0.000541647],"category_scores_gemma":[0.0005983282,0.000106934,0.0001229009,0.000358485,0.0001697249,0.0002208157,0.0001573326,0.0003071747,0.00008959839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357061,"about_ca_system_score_gemma":0.0001198623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009627627,"about_ca_topic_score_gemma":0.0007982026,"domain_scores_codex":[0.9999179,0.00002420683,0.00001022461,0.00001892142,0.00001635385,0.0000123752],"domain_scores_gemma":[0.999804,0.00003824127,0.00008285732,0.000008128622,0.00003116941,0.00003567348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003164372,0.0003202731,0.9597744,0.0001815373,0.0001393166,0.001581764,0.0004341093,0.0001024092,0.01530927,0.0001154176,0.000351663,0.01852536],"study_design_scores_gemma":[0.00002536621,0.0003723371,0.9958674,0.00001921598,0.00007256705,0.001307831,0.000237849,0.0002817777,0.0008666894,0.0001913645,0.0007501102,0.000007546315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956987,0.003619983,0.0001522452,0.00004420063,0.00001303432,0.000006987907,0.00008415777,0.000004617637,0.0003760306],"genre_scores_gemma":[0.9989688,0.0005330875,0.0001510625,0.00001928734,0.00001985609,0.000007006306,0.00005532303,6.304888e-7,0.0002448672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009627627,"threshold_uncertainty_score":0.001914263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7078157807","doi":"10.1016/j.dscb.2025.100274","title":"Effects of exercise and pharmacotherapy on fatigue in stroke patients: A systematic review with meta-analysis","year":2025,"lang":"en","type":"article","venue":"Brain Disorders","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"NOSM University; Health Sciences North; University of Sudbury","funders":"","keywords":"Pharmacotherapy; Stroke (engine); Checklist; Critical appraisal; Meta-analysis; Randomized controlled trial; Psychological intervention; Funnel plot","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0113524203490257,"gpt":0.2584298457545783,"spread":0.2470774254055526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01299326,0.003021692,0.02424112,0.00709782,0.0008466464,0.003270134,0.002176306,0.002400728,0.003880316],"category_scores_gemma":[0.03097891,0.001663511,0.0452408,0.008651876,0.0007309323,0.00217992,0.001807882,0.001837145,0.0002722122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003802808,"about_ca_system_score_gemma":0.005340674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008647447,"about_ca_topic_score_gemma":0.0176239,"domain_scores_codex":[0.9918372,0.003478707,0.002711452,0.0006861647,0.001000084,0.0002865192],"domain_scores_gemma":[0.9838743,0.01156052,0.002684084,0.0004399304,0.00124539,0.0001957737],"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":[0.001635782,0.00005183082,0.001789717,0.5551755,0.4277636,0.0001186689,0.00008779809,0.0004177717,0.000141369,0.0001011482,0.0003886337,0.01232815],"study_design_scores_gemma":[0.0006047008,0.0002560875,0.002294476,0.03793816,0.9572933,0.0000802065,0.00004593458,0.0001770224,0.00009158236,0.0001169163,0.001077351,0.00002436561],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004161579,0.9940076,0.0004787996,0.0001430868,0.0001246917,0.0005830123,0.0002957472,0.00002205599,0.0001834673],"genre_scores_gemma":[0.1014844,0.8919029,0.002496307,0.000661812,0.0002238914,0.00233749,0.0005693547,0.0000229314,0.0003008858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02424112,"threshold_uncertainty_score":0.06871575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412617452","doi":"10.1016/j.dscb.2025.100265","title":"Exploring functional neurological disorder: Cultural influences and risk factors in Iranian society – A cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Brain Disorders","topic":"Psychosomatic Disorders and Their Treatments","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":"Toronto Western Hospital","funders":"","keywords":"Cross-sectional study; Psychology; Cross-cultural; Clinical psychology; Medicine; Environmental health; Sociology; Anthropology; Pathology","authors":[{"name":"Tina Moghadam Fard","is_ca":false},{"name":"Abdol‐Hossein Vahabie","is_ca":false},{"name":"MohammadAli Shokri","is_ca":false},{"name":"Mohammad Rohani","is_ca":false},{"name":"Maziar Emamikhah","is_ca":true},{"name":"Soode Tajik Esmaeeli","is_ca":false},{"name":"Seyed Amir Hassan Habibi","is_ca":false},{"name":"Fatemeh Sadat Mirfazeli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05815662519244706,"gpt":0.3176282800630536,"spread":0.2594716548706065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006692357,0.0002742954,0.0002794959,0.0007510894,0.000816547,0.0005508366,0.000296725,0.000342056,0.001121471],"category_scores_gemma":[0.001082227,0.000270739,0.0004149717,0.0009462688,0.0003648009,0.0004940882,0.0004495189,0.0005016828,0.0001453279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004125408,"about_ca_system_score_gemma":0.000569727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008244148,"about_ca_topic_score_gemma":0.01250364,"domain_scores_codex":[0.9996396,0.00009703864,0.00004878502,0.00006757722,0.00007792739,0.0000690706],"domain_scores_gemma":[0.9993824,0.0000837727,0.0002867712,0.00003543298,0.0001001993,0.0001113856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001170103,0.00005113354,0.9988128,0.000009031901,0.00001741423,0.00006348137,0.0003730443,0.000008371644,0.00003501444,0.00001086689,0.00004370898,0.0005634399],"study_design_scores_gemma":[0.000002781125,0.0001106828,0.9967846,0.0000154243,0.00001836043,0.0003988508,0.002412906,0.00006643037,0.00002190626,0.00001786296,0.000146352,0.000003874266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994541,0.000148731,0.00002515056,0.0000382552,0.000003202779,0.00001139904,0.00008459506,5.835565e-7,0.0002340458],"genre_scores_gemma":[0.9995779,0.0001390664,0.00006815539,0.00003908248,0.000005835506,0.00001421365,0.0001006476,4.324196e-7,0.0000545303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008244148,"threshold_uncertainty_score":0.01639235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412055368","doi":"10.1016/j.dscb.2025.100257","title":"Vascular leukoencephalopathy observed in a patient with fetal alcohol spectrum disorder: An association not yet understood","year":2025,"lang":"en","type":"article","venue":"Brain Disorders","topic":"Prenatal Substance Exposure Effects","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":"Vitalité Health Network; Dr. Georges-L.-Dumont University Hospital Centre; Université de Moncton","funders":"","keywords":"Leukoencephalopathy; Fetal Alcohol Spectrum Disorder; Association (psychology); Medicine; Fetal alcohol syndrome; Fetal alcohol; Psychiatry; Alcohol; Psychology; Pathology; Pregnancy; Psychotherapist; Chemistry; Genetics; Biology","authors":[{"name":"Julie Gallien","is_ca":true},{"name":"Nadia Bouhamdani","is_ca":true},{"name":"Mahée Côté","is_ca":true},{"name":"M'Hamed Belkhodja","is_ca":true},{"name":"Nicole J. LeBlanc","is_ca":true},{"name":"Ludivine Chamard-Witkowski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008712443926200786,"gpt":0.2317164470562136,"spread":0.2230040031300128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000272199,0.0009616869,0.0006998609,0.002173563,0.001337951,0.001058263,0.0007431261,0.002409304,0.002299723],"category_scores_gemma":[0.003355575,0.0005209685,0.0005503884,0.001134947,0.0009553149,0.001575264,0.0009275074,0.002126665,0.0005257693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007559954,"about_ca_system_score_gemma":0.0007605485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004080961,"about_ca_topic_score_gemma":0.004060159,"domain_scores_codex":[0.9995058,0.00005782808,0.00007673692,0.0001518984,0.00006762148,0.0001400407],"domain_scores_gemma":[0.9984146,0.0005092793,0.0005072432,0.0001006357,0.0001578887,0.0003102339],"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":[0.00003689098,0.00003015923,0.03981224,0.00005702947,0.00001802015,0.9553028,0.0002655821,0.00006737592,0.00111005,0.0002396613,0.0003551528,0.002704927],"study_design_scores_gemma":[0.000002659063,0.00002400689,0.007601645,0.00003504901,0.0000153114,0.9912515,0.0001407252,0.00007920834,0.0002329349,0.0001601564,0.0004494562,0.000007197658],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631534,0.01905271,0.002849405,0.003330768,0.0002470372,0.0001038101,0.0005454592,0.0001798724,0.01053743],"genre_scores_gemma":[0.99197,0.005516239,0.0009191771,0.0005077866,0.0002627845,0.00001536963,0.0002279889,0.0000227931,0.0005579469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004080961,"threshold_uncertainty_score":0.008114398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413996436","doi":"10.1016/j.dscb.2025.100277","title":"The relationship between inflammatory markers in cerebrospinal fluid in healthy controls and in patients with severe essential tremor before and after deep brain stimulation","year":2025,"lang":"en","type":"article","venue":"Brain Disorders","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Montreal Neurological Institute and Hospital; Linköpings Universitet","keywords":"Cerebrospinal fluid; Medicine; Deep brain stimulation; Essential tremor; Stimulation; Neuroscience; Pathology; Internal medicine; Psychology; Physical medicine and rehabilitation; Parkinson's disease; Disease","authors":[{"name":"Peter Zsigmond","is_ca":false},{"name":"Emmanuel Bäckryd","is_ca":false},{"name":"Bijar Ghafouri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005533439718175845,"gpt":0.2477754096462482,"spread":0.2422419699280724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002132518,0.0004426921,0.0004251855,0.0008301693,0.0003218766,0.0005569442,0.0001024657,0.0004473468,0.0009777807],"category_scores_gemma":[0.00123129,0.0001033749,0.000211146,0.0004187767,0.0002901326,0.0002367506,0.0002592045,0.000214306,0.0001523863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001967705,"about_ca_system_score_gemma":0.0001320128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000583929,"about_ca_topic_score_gemma":0.0007333583,"domain_scores_codex":[0.9996738,0.00006746189,0.00006775881,0.00008392429,0.00004972691,0.00005728666],"domain_scores_gemma":[0.9992731,0.0001982412,0.000288391,0.00002478583,0.0000803982,0.0001349967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00720488,0.0003401312,0.9597754,0.0001545349,0.0002096882,0.001889303,0.0006080266,0.0001319637,0.0180761,0.00004314304,0.0001729824,0.01139383],"study_design_scores_gemma":[0.00004966266,0.001393707,0.9947687,0.00001604784,0.00007566955,0.001733482,0.0003848402,0.0001603681,0.001133364,0.00006549397,0.0002097061,0.000009051249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999,0.0005046028,0.00007835835,0.0000119188,0.000008411776,0.000008500572,0.0001178827,0.000003907067,0.0002664507],"genre_scores_gemma":[0.9994445,0.0001364037,0.00008120405,0.00001623675,0.0000136825,0.00001506645,0.000165384,0.0000011042,0.0001262837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009777807,"threshold_uncertainty_score":0.003271043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}