{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":59,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":59,"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":"e725628d008e","filters":{"venue":"Fluids and Barriers of the CNS"}},"results":[{"id":"W2158393943","doi":"10.1186/2045-8118-9-18","title":"Pediatric hydrocephalus outcomes: a review","year":2012,"lang":"en","type":"review","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":207,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Hydrocephalus; Medicine; Endoscopic third ventriculostomy; Pediatrics; Neurosurgery; Shunt (medical); Intensive care medicine; Surgery","authors":[{"name":"Matthieu Vinchon","is_ca":false},{"name":"Harold L. Rekate","is_ca":false},{"name":"Abhaya V. Kulkarni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04661936288430523,"gpt":0.3122727867171542,"spread":0.265653423832849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013341,0.001089536,0.002192545,0.01045658,0.0003597641,0.001518431,0.001310348,0.0009191512,0.004976482],"category_scores_gemma":[0.006768908,0.000502556,0.002115541,0.01045224,0.0004441026,0.001927268,0.001009655,0.0009591975,0.0005528535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162858,"about_ca_system_score_gemma":0.003096469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002519336,"about_ca_topic_score_gemma":0.003212387,"domain_scores_codex":[0.9989796,0.0001545611,0.0004864091,0.000129662,0.0001913906,0.000058431],"domain_scores_gemma":[0.9945251,0.003538585,0.001283565,0.0000619331,0.0004764945,0.0001143668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002869258,0.00007990062,0.003978429,0.4196713,0.001498634,0.0007230373,0.0004988791,0.000361454,0.0002781671,0.001195203,0.02391475,0.5475133],"study_design_scores_gemma":[0.0001020911,0.0003848963,0.02294585,0.5385655,0.009520911,0.009325761,0.0009302182,0.000181222,0.00045513,0.001426575,0.4160751,0.00008667581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003955493,0.9988998,0.0000359122,0.0001573288,0.00007384252,0.00001067801,0.0001554207,0.000005148448,0.000266313],"genre_scores_gemma":[0.001710989,0.9978403,0.00008083229,0.00009240559,0.00008364997,0.00001537821,0.0001380954,0.000001888376,0.00003649347],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01045658,"threshold_uncertainty_score":0.01664799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157472739","doi":"10.1186/2045-8118-10-4","title":"Method for isolation and molecular characterization of extracellular microvesicles released from brain endothelial cells","year":2013,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":200,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Biogen","keywords":"Microvesicles; Cell biology; Microvesicle; Extracellular; Biology; Extracellular vesicle; Exosome; Intracellular; Tetraspanin; Endosome; Proteomics; Cell; Biochemistry; microRNA","authors":[{"name":"Arsalan S. Haqqani","is_ca":true},{"name":"Christie E. Delaney","is_ca":true},{"name":"Tammy‐Lynn Tremblay","is_ca":true},{"name":"Caroline Sodja","is_ca":true},{"name":"Jagdeep K. Sandhu","is_ca":true},{"name":"Danica Stanimirovic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003715835519386262,"gpt":0.2141238190741803,"spread":0.2104079835547941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005873789,0.001030385,0.0006144262,0.001670732,0.0005469744,0.0004217644,0.0006929599,0.0007049771,0.002204024],"category_scores_gemma":[0.0007515448,0.0002588214,0.0006402297,0.0009806784,0.0002700561,0.0004190499,0.0005205562,0.001057926,0.002640109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002863486,"about_ca_system_score_gemma":0.000515503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004682035,"about_ca_topic_score_gemma":0.0007464937,"domain_scores_codex":[0.9991835,0.00009674318,0.0001187094,0.000232423,0.0002683738,0.0001002901],"domain_scores_gemma":[0.9996106,0.00007310935,0.0000652126,0.00005337044,0.0001509204,0.00004676825],"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":[0.00006737136,0.00008865736,0.0005626056,0.0002799985,0.000027958,0.0002649641,0.00005418999,0.00006275002,0.9877248,0.0002750323,0.000462865,0.01012891],"study_design_scores_gemma":[0.00007510359,0.000402618,0.009783965,0.0001713697,0.0001510904,0.002055233,0.00008094778,0.001789486,0.9422905,0.0004914619,0.04265848,0.00004968041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.281969,0.02875604,0.6488568,0.001161623,0.001293139,0.005628839,0.008563536,0.002099921,0.0216711],"genre_scores_gemma":[0.3165419,0.01769184,0.6064668,0.001245732,0.0002780712,0.009423292,0.02945013,0.000432913,0.01846926],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002204024,"threshold_uncertainty_score":0.007373214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3044994694","doi":"10.1186/s12987-020-00209-0","title":"Differential expression of receptors mediating receptor-mediated transcytosis (RMT) in brain microvessels, brain parenchyma and peripheral tissues of the mouse and the human","year":2020,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Barrier Structure and Function Studies","field":"Neuroscience","cited_by":189,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada","keywords":"Transcytosis; Receptor; Insulin-like growth factor 1 receptor; Transferrin receptor; Blood–brain barrier; Biology; Human brain; LRP1; LDL receptor; Cell biology; Endocrinology; Endocytosis; Neuroscience; Biochemistry; Lipoprotein; Central nervous system; Growth factor","authors":[{"name":"Wandong Zhang","is_ca":true},{"name":"Qing Yan Liu","is_ca":true},{"name":"Arsalan S. Haqqani","is_ca":true},{"name":"Sonia Leclerc","is_ca":true},{"name":"Ziying Liu","is_ca":true},{"name":"François Fauteux","is_ca":true},{"name":"Ewa Baumann","is_ca":true},{"name":"Christie E. Delaney","is_ca":true},{"name":"Dao Ly","is_ca":true},{"name":"Alexandra T. Star","is_ca":true},{"name":"Eric Brunette","is_ca":true},{"name":"Caroline Sodja","is_ca":true},{"name":"Melissa Hewitt","is_ca":true},{"name":"Jagdeep K. Sandhu","is_ca":true},{"name":"Danica Stanimirovic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0134867520454187,"gpt":0.2263161090649517,"spread":0.212829357019533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000160433,0.0001962923,0.0003229121,0.0005617453,0.0001991186,0.00047987,0.0001211959,0.000330092,0.001695986],"category_scores_gemma":[0.000199727,0.0001845571,0.0004116571,0.0003793489,0.0001992145,0.00018479,0.0001834257,0.0005068753,0.0005783056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767869,"about_ca_system_score_gemma":0.0001740393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133308,"about_ca_topic_score_gemma":0.001508928,"domain_scores_codex":[0.9997697,0.000009463935,0.00001067481,0.0001113578,0.00005255598,0.00004613258],"domain_scores_gemma":[0.9999236,0.00001615408,0.00002187872,0.00000661007,0.00001569189,0.00001593596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000494078,0.00001933626,0.006576207,0.0002739692,0.00008041125,0.0002230113,0.0001601922,0.0001797183,0.9825256,0.0002952177,0.0006280949,0.008544078],"study_design_scores_gemma":[0.00009447124,0.0005779955,0.4894626,0.000182697,0.0005395939,0.003976861,0.0008263296,0.003993482,0.4570408,0.0008640667,0.04235945,0.0000817656],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593629,0.009551483,0.01111308,0.0002301747,0.00008497408,0.00004967293,0.01664316,0.0002491354,0.002715412],"genre_scores_gemma":[0.9678574,0.004826816,0.007581849,0.0004158693,0.00003206482,0.0002054991,0.01291966,0.0001598842,0.006000915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001695986,"threshold_uncertainty_score":0.005673647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2263256000","doi":"10.1186/s12987-016-0025-2","title":"Nonsurgical therapy for hydrocephalus: a comprehensive and critical review","year":2015,"lang":"en","type":"review","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":140,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Diagnostic Services Manitoba; Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"Canadian Institutes of Health Research; Research Manitoba","keywords":"Medicine; Hydrocephalus; Neuroprotection; Cerebral blood flow; Neurology; Subarachnoid hemorrhage; Hypervolemia; Shunting; Intensive care medicine; Cerebrospinal fluid; Anesthesia; Pharmacology; Surgery; Pathology; Blood volume","authors":[{"name":"Marc R. Del Bigio","is_ca":true},{"name":"Domenico L. Di Curzio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09097872979208084,"gpt":0.3648054448468465,"spread":0.2738267150547657,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008413967,0.001195501,0.001831726,0.004080172,0.0004258182,0.001261557,0.00115933,0.001155105,0.006695648],"category_scores_gemma":[0.001879794,0.0003134335,0.001046237,0.003227955,0.0004989873,0.001552568,0.0007218798,0.001436427,0.00154348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006871272,"about_ca_system_score_gemma":0.002151371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618373,"about_ca_topic_score_gemma":0.003017892,"domain_scores_codex":[0.9997154,0.00005931132,0.00007825631,0.00004406878,0.00008361269,0.00001921576],"domain_scores_gemma":[0.9990865,0.0005920957,0.0001176193,0.00001876565,0.0001456878,0.00003928196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007721569,0.00009570694,0.0001778919,0.1064113,0.0002608645,0.0002733193,0.0001462133,0.0003066179,0.0005968473,0.00253693,0.04392355,0.8451936],"study_design_scores_gemma":[0.00003222227,0.0001570179,0.001154371,0.06156365,0.0007262283,0.001918404,0.0001487647,0.00009696914,0.0002484565,0.002144578,0.9317717,0.00003771848],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003500338,0.9994254,0.00003195132,0.0001254498,0.0001050604,0.000005004313,0.00001191315,0.000002402401,0.0002577983],"genre_scores_gemma":[0.0002179455,0.9994073,0.00007451709,0.0000893553,0.00008668156,0.000005628061,0.00001544969,6.668365e-7,0.0001024861],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006695648,"threshold_uncertainty_score":0.02239919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092984710","doi":"10.1186/s12987-020-00226-z","title":"Identification and in vivo characterization of a brain-penetrating nanobody","year":2020,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Vlaamse regering; Vlaams Instituut voor Biotechnologie; Onderzoeksraad, KU Leuven; Alzheimer Society; KU Leuven; Fonds Wetenschappelijk Onderzoek; Medical Research Council; Cure Alzheimer's Fund","keywords":"Neurotensin; Transferrin receptor; Transcytosis; In vivo; Receptor; Transferrin; Blood–brain barrier; Pharmacology; Medicine; Neuropeptide; Biology; Internal medicine; Central nervous system","authors":[{"name":"Yessica Wouters","is_ca":false},{"name":"Tom Jaspers","is_ca":false},{"name":"Bart De Strooper","is_ca":false},{"name":"Maarten Dewilde","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0154717728554044,"gpt":0.2711088671186832,"spread":0.2556370942632788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002915368,0.0002963315,0.0001957309,0.0002234419,0.0001102194,0.0002684972,0.0001859461,0.0004091431,0.0007092032],"category_scores_gemma":[0.0002235442,0.00007566707,0.0002271135,0.000115901,0.0002050274,0.0002154267,0.0001496863,0.0004974484,0.0005066321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000292327,"about_ca_system_score_gemma":0.0001563294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002830723,"about_ca_topic_score_gemma":0.0002210595,"domain_scores_codex":[0.9998847,0.00001931156,0.000009453918,0.00003018597,0.00003333439,0.00002303051],"domain_scores_gemma":[0.9998266,0.00004322925,0.00004459193,0.00001675384,0.00004267598,0.0000261907],"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":[0.0000160627,0.00001241587,0.00004547941,0.00002121184,0.000001734408,0.00001711851,0.000009615133,0.0000366826,0.9992434,0.00003123928,0.00001523178,0.0005498019],"study_design_scores_gemma":[0.000004826663,0.0002728597,0.0008658263,0.00000523757,0.000009463396,0.0002353717,0.00001173308,0.0004950464,0.9964157,0.0000274164,0.00165412,0.000002246898],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9358522,0.002681991,0.0589641,0.0001405636,0.00003915532,0.0001793394,0.000393949,0.0001029795,0.001645762],"genre_scores_gemma":[0.9661993,0.00179756,0.0279174,0.0001236725,0.00001917942,0.0001634962,0.001186105,0.00005397541,0.002539223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007092032,"threshold_uncertainty_score":0.002372503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2806422799","doi":"10.1186/s12987-018-0100-y","title":"Zika virus crosses an in vitro human blood brain barrier model","year":2018,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"Public Health Agency; Public Health Agency of Canada; University of Ottawa","keywords":"Blood–brain barrier; Induced pluripotent stem cell; Zika virus; Progenitor cell; Neural stem cell; Biology; Flavivirus; Central nervous system; Virology; In vitro; Neuroscience; Cell biology; Human brain; Stem cell; Immunology; Virus; Embryonic stem cell; Genetics","authors":[{"name":"Judie B. Alimonti","is_ca":true},{"name":"Maria Ribecco‐Lutkiewicz","is_ca":true},{"name":"Caroline Sodja","is_ca":true},{"name":"Anna Jezierski","is_ca":true},{"name":"Danica Stanimirovic","is_ca":true},{"name":"Qing Liu","is_ca":true},{"name":"Arsalan S. Haqqani","is_ca":true},{"name":"Wayne Conlan","is_ca":true},{"name":"Mahmud Bani‐Yaghoub","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0105103420928511,"gpt":0.2760445455235021,"spread":0.265534203430651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002447839,0.0003465614,0.0002646082,0.0001917925,0.0002323339,0.0004378337,0.0002851371,0.0003752776,0.001438648],"category_scores_gemma":[0.0001616304,0.000188021,0.0002737105,0.0001150775,0.0001656645,0.0003198067,0.0002791556,0.001073762,0.0005211145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003453956,"about_ca_system_score_gemma":0.0002269237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002530127,"about_ca_topic_score_gemma":0.002372229,"domain_scores_codex":[0.9997148,0.00005390659,0.0000298881,0.00006847839,0.00008948061,0.00004335306],"domain_scores_gemma":[0.9998951,0.00002426466,0.00001991731,0.00002034244,0.00002760618,0.0000127288],"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":[0.00005373531,0.00004233271,0.0002099153,0.00006469698,0.00001383675,0.00009293753,0.00006530683,0.0001259733,0.9976451,0.0004191345,0.0001482564,0.001118823],"study_design_scores_gemma":[0.00000939586,0.0003392454,0.00155446,0.00002077818,0.00005653097,0.0003912923,0.00005522528,0.002749067,0.9886172,0.0001712513,0.006027424,0.000008102659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460143,0.004660036,0.03687453,0.0003089797,0.0003237944,0.0002812909,0.001530323,0.000285203,0.009721539],"genre_scores_gemma":[0.9730329,0.003361126,0.01648406,0.0001555592,0.0000273904,0.0001883769,0.001880027,0.00003906628,0.004831556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002530127,"threshold_uncertainty_score":0.005030751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164829510","doi":"10.1186/2045-8118-10-35","title":"In Vivo Imaging of Lymphatic Drainage of Cerebrospinal Fluid in Mouse","year":2013,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Glaucoma Research Society of Canada; Glaucoma Research Foundation","keywords":"In vivo; Cisterna magna; Lymphatic system; Lymph; Pathology; Cerebrospinal fluid; Medicine; Preclinical imaging; Anatomy; Biology","authors":[{"name":"Emily Mathieu","is_ca":true},{"name":"Neeru Gupta","is_ca":true},{"name":"R. Loch Macdonald","is_ca":true},{"name":"Jinglu Ai","is_ca":true},{"name":"Yeni H. Yücel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007966804571791804,"gpt":0.2264414734861597,"spread":0.2184746689143679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004387502,0.0006668088,0.0002982919,0.0008662864,0.0002034894,0.0002919643,0.0003671035,0.0005689191,0.001279512],"category_scores_gemma":[0.0001105963,0.0002620929,0.0003561832,0.0002327947,0.0004510932,0.0005156238,0.0002672165,0.0008116826,0.0003308819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003389331,"about_ca_system_score_gemma":0.0002493908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005845939,"about_ca_topic_score_gemma":0.001180826,"domain_scores_codex":[0.9998324,0.00002438541,0.00001315191,0.00006085998,0.00003595604,0.00003325004],"domain_scores_gemma":[0.9997935,0.00003327336,0.00007619254,0.00001941466,0.00003548192,0.00004223108],"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":[0.00008289376,0.00004003907,0.0001220133,0.00003098338,0.000004213419,0.00002077263,0.00001903777,0.00005448882,0.9987758,0.0000719693,0.0000308247,0.0007469787],"study_design_scores_gemma":[0.00002196359,0.0004347275,0.001957389,0.000009596993,0.00002386752,0.000157466,0.00002931858,0.001361483,0.9947621,0.00008866034,0.001146843,0.000006621493],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525072,0.001863218,0.04125348,0.0002232768,0.00008934485,0.0001628357,0.0009816081,0.0003870138,0.002531961],"genre_scores_gemma":[0.9231465,0.002953849,0.06262369,0.000160458,0.0000350578,0.0004911603,0.001154248,0.0001564707,0.009278415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001279512,"threshold_uncertainty_score":0.004280388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4212946754","doi":"10.1186/s12987-022-00313-3","title":"Acquired hydrocephalus is associated with neuroinflammation, progenitor loss, and cellular changes in the subventricular zone and periventricular white matter","year":2022,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health","keywords":"Subventricular zone; Neuroinflammation; Gliosis; Hydrocephalus; White matter; Lateral ventricles; Pathology; Microglia; Neuropathology; Medicine; Ventriculomegaly; Astrocytosis; Cerebrospinal fluid; Oligodendrocyte; Neural stem cell; Biology; Internal medicine; Inflammation; Central nervous system; Stem cell; Myelin; Cell biology; Immunohistochemistry; Surgery; Magnetic resonance imaging; Disease","authors":[{"name":"María García‐Bonilla","is_ca":false},{"name":"Leandro Castañeyra-Ruiz","is_ca":false},{"name":"Sarah H. Zwick","is_ca":false},{"name":"Michael Talcott","is_ca":false},{"name":"Ayodamola Otun","is_ca":false},{"name":"Albert M. Isaacs","is_ca":true},{"name":"Diego M. Morales","is_ca":false},{"name":"David D. Limbrick","is_ca":false},{"name":"James P. McAllister","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007150627835393412,"gpt":0.1930761491130907,"spread":0.1859255212776973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001480883,0.0003655611,0.000263986,0.0004238347,0.0001230669,0.0001680024,0.0001254256,0.0002579265,0.001064382],"category_scores_gemma":[0.0002271807,0.0001151932,0.0001619876,0.0002090558,0.0005481795,0.0001859864,0.0002400976,0.0002921952,0.0001491425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358214,"about_ca_system_score_gemma":0.0001725561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001781199,"about_ca_topic_score_gemma":0.0002719761,"domain_scores_codex":[0.9998631,0.00002090572,0.00001544138,0.00003285876,0.00004234954,0.00002523165],"domain_scores_gemma":[0.9996017,0.00003135108,0.000266598,0.00001518516,0.00002908168,0.0000561839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008436375,0.000140956,0.04169858,0.0003964633,0.00006439603,0.01340219,0.0001760799,0.00008483545,0.9342123,0.0002252253,0.000236847,0.008518604],"study_design_scores_gemma":[0.00007535956,0.003119648,0.7706227,0.0001198458,0.0001490767,0.08009591,0.0003830823,0.000725325,0.1408387,0.0006341027,0.003209747,0.00002648671],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977871,0.0009524859,0.0007229171,0.00002620112,0.0000107036,0.00001212516,0.00008081565,0.00001999632,0.0003876012],"genre_scores_gemma":[0.9977795,0.0009242338,0.0008103515,0.00002688059,0.00002157475,0.00001890173,0.000166685,0.000004849716,0.000247001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001064382,"threshold_uncertainty_score":0.003560722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309885289","doi":"10.1186/s12987-022-00391-3","title":"Novel localization of folate transport systems in the murine central nervous system","year":2022,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Central nervous system; Solute carrier family; Organic cation transport proteins; Parenchyma; Microglia; Western blot; Biology; Blood–brain barrier; Folate receptor; B vitamins; Transporter; Cell biology; Pathology; Gene; Biochemistry; Neuroscience; Medicine; Immunology; Genetics; Endocrinology","authors":[{"name":"Vishal Sangha","is_ca":true},{"name":"Md. Tozammel Hoque","is_ca":true},{"name":"Jeffrey T. Henderson","is_ca":true},{"name":"Reina Bendayan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01237458359136113,"gpt":0.2374101143875821,"spread":0.225035530796221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001937761,0.0006654667,0.000250714,0.00113967,0.0002849395,0.0004741257,0.0004217729,0.0005414134,0.001223282],"category_scores_gemma":[0.0001334672,0.0003050667,0.0003751315,0.0001854979,0.0005625525,0.0005026488,0.00036976,0.000878357,0.0006693234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008083124,"about_ca_system_score_gemma":0.0004758652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001614028,"about_ca_topic_score_gemma":0.002246794,"domain_scores_codex":[0.9997345,0.0000214684,0.00002704618,0.0001078877,0.00005895564,0.00005009855],"domain_scores_gemma":[0.9996401,0.00003019833,0.0001437707,0.00003348249,0.00007140903,0.00008115653],"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":[0.00013069,0.0000264612,0.0003931201,0.00006596379,0.00001016782,0.000142464,0.00003853572,0.00006393941,0.9976321,0.0002467938,0.00003959355,0.001210044],"study_design_scores_gemma":[0.00003531355,0.0006422985,0.00870905,0.00006093052,0.00009074891,0.001693448,0.0001244775,0.001245226,0.9800467,0.0003123473,0.007026871,0.00001262623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701952,0.00806027,0.01617882,0.0002490939,0.00008503775,0.00009541302,0.00152111,0.0002853363,0.003329766],"genre_scores_gemma":[0.9590464,0.004362675,0.02635576,0.0001112887,0.00002493547,0.0001614807,0.001660823,0.0001147698,0.008161969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001614028,"threshold_uncertainty_score":0.005864739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2119184523","doi":"10.1186/2045-8118-10-13","title":"Blood-brain barrier transport of amyloid beta peptides in efflux pump knock-out animals evaluated by in vivo optical imaging","year":2013,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; National Research Council Canada","funders":"Canadian Institutes of Health Research; Alzheimer Society; Pfizer","keywords":"In vivo; Blood–brain barrier; Ex vivo; Abcg2; Efflux; Chemistry; Transporter; Parenchyma; Amyloid beta; P-glycoprotein; Pharmacology; Preclinical imaging; Pathology; Biophysics; In vitro; ATP-binding cassette transporter; Biology; Biochemistry; Medicine; Endocrinology; Central nervous system; Peptide","authors":[{"name":"Wandong Zhang","is_ca":true},{"name":"Huaqi Xiong","is_ca":true},{"name":"Debbie Callaghan","is_ca":true},{"name":"Hong Liu","is_ca":true},{"name":"Aimee Jones","is_ca":true},{"name":"Ke Pei","is_ca":true},{"name":"Dorothy Fatehi","is_ca":true},{"name":"Eric Brunette","is_ca":true},{"name":"Danica Stanimirovic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01103922253234422,"gpt":0.2738630929704745,"spread":0.2628238704381302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007925463,0.001215348,0.0007655002,0.00130285,0.0003946714,0.0006877977,0.0006386519,0.0009733856,0.00242418],"category_scores_gemma":[0.0003228022,0.0005418889,0.0006098682,0.0003600296,0.0009307106,0.0008801596,0.0002569998,0.001961791,0.001033435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000721451,"about_ca_system_score_gemma":0.0003548106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008186756,"about_ca_topic_score_gemma":0.0009974203,"domain_scores_codex":[0.9995067,0.00006007511,0.0000512985,0.0001693039,0.0000961724,0.0001163512],"domain_scores_gemma":[0.9992805,0.0001187409,0.0003149394,0.00007131366,0.00008840258,0.0001261026],"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":[0.0002321167,0.0001650868,0.0001187169,0.00003257517,0.000008458745,0.00004892613,0.00002763425,0.00005209993,0.9985036,0.0001043415,0.00005045649,0.0006561297],"study_design_scores_gemma":[0.00006699449,0.0009718551,0.002197319,0.00001119355,0.00006125112,0.0002769772,0.00003676278,0.001583683,0.9935064,0.00008382501,0.001189096,0.00001464737],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770985,0.00123617,0.0176674,0.0003137815,0.0001234739,0.0001980147,0.001205609,0.0006574317,0.001499551],"genre_scores_gemma":[0.9352344,0.00319384,0.04437513,0.000199823,0.00007873464,0.001056389,0.002434705,0.0006583026,0.01276869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00242418,"threshold_uncertainty_score":0.008109689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390589898","doi":"10.1186/s12987-023-00496-3","title":"Sex, hormones and cerebrovascular function: from development to disorder","year":2024,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Hormonal and reproductive studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canada First Research Excellence Fund; Fonds de Recherche du Québec - Santé; “la Caixa” Foundation","keywords":"Estrogen; Hormone; Testosterone (patch); Sexual differentiation; Internal medicine; Aromatase; Medicine; Attention deficit hyperactivity disorder; Anxiety; Endocrinology; Psychology; Physiology; Psychiatry; Biology","authors":[{"name":"Adeline Collignon","is_ca":true},{"name":"Laurence Dion‐Albert","is_ca":true},{"name":"Caroline Ménard","is_ca":true},{"name":"Vanessa Coelho‐Santos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007280047276457357,"gpt":0.219026243124613,"spread":0.2117461958481556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003384276,0.0004913393,0.0008319931,0.001302432,0.0003034784,0.001424681,0.0004949964,0.0007140726,0.002880272],"category_scores_gemma":[0.0007320672,0.0001857329,0.000439506,0.001157701,0.0007521384,0.001020328,0.0006548174,0.0009882221,0.0005824277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005415613,"about_ca_system_score_gemma":0.0008640634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001946284,"about_ca_topic_score_gemma":0.002326829,"domain_scores_codex":[0.9997656,0.00005126287,0.00003890138,0.00006066209,0.00005467052,0.00002893423],"domain_scores_gemma":[0.9996953,0.0001692439,0.00004884439,0.000008444147,0.00006000307,0.00001826503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003238143,0.0000750965,0.004639983,0.01646292,0.0003050623,0.001346847,0.0008805191,0.0004596332,0.005393805,0.008917302,0.03014166,0.9310533],"study_design_scores_gemma":[0.00001764444,0.0003167108,0.02085873,0.008618079,0.0004748343,0.008545522,0.0009574739,0.0002168177,0.002051734,0.009760907,0.9480978,0.00008371672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001227861,0.9966168,0.0001742166,0.0006333657,0.0002131003,0.000003068492,0.0000588982,0.000008635216,0.001064027],"genre_scores_gemma":[0.007356445,0.9905078,0.0002346698,0.0003796254,0.0005002079,0.000006797276,0.00008229707,0.000004192787,0.0009278309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002880272,"threshold_uncertainty_score":0.009635508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3041930655","doi":"10.1186/s12987-020-00204-5","title":"Potential pharmacological approaches for the treatment of HIV-1 associated neurocognitive disorders","year":2020,"lang":"en","type":"review","venue":"Fluids and Barriers of the CNS","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Ontario HIV Treatment Network","keywords":"Neurocognitive; Cart; Medicine; Proinflammatory cytokine; Chemokine; Human immunodeficiency virus (HIV); Neurology; Neuroinflammation; Central nervous system; Immunology; Microglia; Bioinformatics; Cognition; Inflammation; Psychiatry; Biology; Internal medicine","authors":[{"name":"Amila Omeragic","is_ca":true},{"name":"Olanre Kayode","is_ca":true},{"name":"Md. Tozammel Hoque","is_ca":true},{"name":"Reina Bendayan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04587769950283616,"gpt":0.3026211587609767,"spread":0.2567434592581405,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002694334,0.0005837295,0.0008711416,0.001440707,0.0002140167,0.0006501343,0.0005949549,0.0007388389,0.004661057],"category_scores_gemma":[0.0003610315,0.0001412069,0.0004742836,0.0009082062,0.0002644599,0.0006435688,0.0004224517,0.00175577,0.001823398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003293655,"about_ca_system_score_gemma":0.000542094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005930815,"about_ca_topic_score_gemma":0.001449512,"domain_scores_codex":[0.9998922,0.00002009308,0.00001547328,0.0000170505,0.00004180033,0.00001325814],"domain_scores_gemma":[0.9998884,0.00004929535,0.00001805387,0.000003345913,0.00002846758,0.00001240397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008784828,0.0001577902,0.0001213694,0.01680957,0.0000980672,0.0002093589,0.00006249464,0.0003025044,0.003711566,0.003603513,0.02131161,0.9535243],"study_design_scores_gemma":[0.00003589606,0.0002236798,0.001099375,0.004175692,0.000150453,0.001421266,0.00006382484,0.000117807,0.0008793094,0.001970512,0.9898432,0.00001885041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002534238,0.9977772,0.00014117,0.0002168581,0.0002175916,0.000008721921,0.00002628139,0.00001040006,0.001348409],"genre_scores_gemma":[0.001074113,0.9976606,0.0002259612,0.0001581512,0.0001294764,0.00000978886,0.00003539228,0.000001409025,0.0007051083],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004661057,"threshold_uncertainty_score":0.01559275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984735835","doi":"10.1186/2045-8118-9-10","title":"Blood–brain barrier disruption in CCL2 transgenic mice during pertussis toxin-induced brain inflammation","year":2012,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Barrier Structure and Function Studies","field":"Neuroscience","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inflammation; Blood–brain barrier; Pertussis toxin; Neurology; Medicine; Genetically modified mouse; Transgene; Neuroinflammation; Hematology; Toxin; Immunology; Neuroscience; Pathology; Internal medicine; Biology; Central nervous system; Microbiology; Receptor; Biochemistry; Gene; G protein","authors":[{"name":"Angela E. Schellenberg","is_ca":true},{"name":"Richard Buist","is_ca":true},{"name":"Marc R. Del Bigio","is_ca":true},{"name":"Henrik Toft‐Hansen","is_ca":false},{"name":"Reza Khorooshi","is_ca":false},{"name":"Trevor Owens","is_ca":true},{"name":"James Peeling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01562250285384173,"gpt":0.2391827417648434,"spread":0.2235602389110017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002998827,0.0007793813,0.0004385313,0.001145936,0.0004651217,0.000554038,0.0003417277,0.0008238993,0.002205167],"category_scores_gemma":[0.0003089065,0.0003910655,0.0003916858,0.0003747093,0.0007705798,0.0004948933,0.0002985351,0.001657487,0.00063615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009441687,"about_ca_system_score_gemma":0.0003842719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001216503,"about_ca_topic_score_gemma":0.002068667,"domain_scores_codex":[0.9997279,0.00003693004,0.00002971139,0.00006449362,0.00006336845,0.00007757907],"domain_scores_gemma":[0.9994962,0.00006183268,0.000241295,0.00003047151,0.00003863523,0.0001316174],"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":[0.0003754653,0.0001079738,0.0002326828,0.00003699714,0.00001019903,0.0003094006,0.00006903682,0.0000499193,0.9981545,0.0001149154,0.00007475452,0.000464135],"study_design_scores_gemma":[0.000096932,0.0012492,0.008753862,0.00003489671,0.00007681998,0.00203189,0.0001319743,0.001192919,0.9845547,0.0002268652,0.001630615,0.00001926204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932556,0.0008909527,0.003371133,0.0002828237,0.00004734696,0.00006602438,0.0008816791,0.0002478543,0.0009565682],"genre_scores_gemma":[0.9880031,0.001120382,0.004632183,0.0001538564,0.0000319557,0.0002373317,0.001411253,0.0001399485,0.004269997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002205167,"threshold_uncertainty_score":0.007377028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281758080","doi":"10.1186/s12987-022-00342-y","title":"Application of blood brain barrier models in pre-clinical assessment of glioblastoma-targeting CAR-T based immunotherapies","year":2022,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"CAR-T cell therapy research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa; National Research Council Canada","funders":"","keywords":"Chimeric antigen receptor; Extravasation; Cancer research; Immunotherapy; Medicine; Blood–brain barrier; Induced pluripotent stem cell; Cytotoxicity; Antigen; Immunology; In vitro; Biology; Central nervous system; Immune system; Internal medicine; Embryonic stem cell","authors":[{"name":"Jez Huang","is_ca":true},{"name":"Ying Betty Li","is_ca":true},{"name":"Claudie Charlebois","is_ca":true},{"name":"Tina Nguyen","is_ca":true},{"name":"Ziying Liu","is_ca":true},{"name":"Darin Bloemberg","is_ca":true},{"name":"Ahmed Zafer","is_ca":true},{"name":"Ewa Baumann","is_ca":true},{"name":"Caroline Sodja","is_ca":true},{"name":"Sonia Leclerc","is_ca":true},{"name":"Gwen Fewell","is_ca":false},{"name":"Qing Liu","is_ca":true},{"name":"Balabhaskar Prabhakarpandian","is_ca":false},{"name":"Scott McComb","is_ca":true},{"name":"Danica Stanimirovic","is_ca":true},{"name":"Anna Jezierski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01494895953749961,"gpt":0.3221180877532711,"spread":0.3071691282157715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005627901,0.0005498304,0.0004321836,0.0005130945,0.0001714551,0.0004013741,0.000269427,0.0004315678,0.0008601692],"category_scores_gemma":[0.0002588567,0.0001748753,0.0003038186,0.0002562717,0.0002219135,0.0004209201,0.0002572913,0.0008106893,0.0002556557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002895192,"about_ca_system_score_gemma":0.0004029705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00086178,"about_ca_topic_score_gemma":0.001188471,"domain_scores_codex":[0.9996816,0.00009255017,0.0000264005,0.00004122011,0.0001038321,0.0000544339],"domain_scores_gemma":[0.9998491,0.00002243232,0.00003932709,0.00001267156,0.00004900057,0.00002742998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003971819,0.0002919115,0.0005266683,0.0002730233,0.00002451264,0.0001914707,0.000056751,0.0005298333,0.9884412,0.0002213772,0.0002493515,0.008796715],"study_design_scores_gemma":[0.00004054819,0.006125108,0.006090936,0.00003561227,0.0001374404,0.0007690377,0.00009572439,0.005779867,0.9754783,0.0002349227,0.005189381,0.00002306034],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9166565,0.01919109,0.05645883,0.0003672573,0.0002642394,0.0008650711,0.0007867752,0.0006307532,0.00477958],"genre_scores_gemma":[0.9733781,0.008178545,0.01577519,0.0001323909,0.00002607886,0.0004963765,0.0006168531,0.00005442157,0.001342049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00086178,"threshold_uncertainty_score":0.002976358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129998383","doi":"10.1186/s12987-015-0004-z","title":"MRI assessment of the effects of acetazolamide and external lumbar drainage in idiopathic Normal Pressure Hydrocephalus","year":2015,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Institute on Aging; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; National Institute of Neurological Disorders and Stroke; IXICO; Servier; Eisai; Northern California Institute for Research and Education; University of California, San Diego; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; Foundation for the National Institutes of Health; Leon Levy Foundation; Synarc; University of Southern California; Medpace; Novartis Pharmaceuticals Corporation; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; Alzheimer's Association; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics","keywords":"Acetazolamide; Medicine; Hydrocephalus; Lumbar; Magnetic resonance imaging; Neurology; Diffusion MRI; Normal pressure hydrocephalus; Radiology; Cerebral blood flow; Nuclear medicine; Anesthesia; Internal medicine","authors":[{"name":"Miloš Ivković","is_ca":false},{"name":"M Reiss-Zimmermann","is_ca":false},{"name":"Heather Katzen","is_ca":false},{"name":"Matthias Preuß","is_ca":false},{"name":"İlhami Kovanlıkaya","is_ca":false},{"name":"Linda Heier","is_ca":false},{"name":"Noam Alperin","is_ca":false},{"name":"Karl‐Titus Hoffmann","is_ca":false},{"name":"Norman Relkin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00845851008529023,"gpt":0.2435043103531266,"spread":0.2350458002678364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002299884,0.0002505221,0.0002872424,0.0003233304,0.0001290584,0.0001533814,0.000124727,0.0001899353,0.0004717548],"category_scores_gemma":[0.0009421441,0.00009047474,0.000112979,0.0001601965,0.0002235651,0.0001382022,0.00009715329,0.0001637009,0.00007680375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002331943,"about_ca_system_score_gemma":0.0001315975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108711,"about_ca_topic_score_gemma":0.001858908,"domain_scores_codex":[0.9998814,0.00004647579,0.00001304394,0.00001951412,0.00002202291,0.0000176167],"domain_scores_gemma":[0.999561,0.0000769239,0.0002235975,0.00001478547,0.00004685946,0.00007691811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01674652,0.000927403,0.8148013,0.0004540792,0.0002243206,0.004344518,0.0007502753,0.0003943587,0.09928514,0.00002863758,0.000488206,0.0615553],"study_design_scores_gemma":[0.00007928556,0.0030969,0.9915226,0.000008417504,0.00005310254,0.00202842,0.0001637406,0.0001925804,0.002625623,0.00001321486,0.000211479,0.000004736739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994695,0.0002979689,0.00003337993,0.00001475683,0.000001636615,0.000006363755,0.00001563625,0.000002699828,0.0001581367],"genre_scores_gemma":[0.9996327,0.0001366422,0.0001067282,0.00001437336,0.000007317943,0.000005447379,0.0000298217,7.540233e-7,0.00006625933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001108711,"threshold_uncertainty_score":0.002204478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164249942","doi":"10.1186/s12987-021-00281-0","title":"A novel model of acquired hydrocephalus for evaluation of neurosurgical treatments","year":2021,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health; Neurosurgery Research and Education Foundation","keywords":"Ventriculomegaly; Hydrocephalus; Cisterna magna; Medicine; Cistern; Cerebrospinal fluid; Cerebral aqueduct; Magnetic resonance imaging; Fourth ventricle; Third ventricle; Basal (medicine); Asymptomatic; Surgery; Anatomy; Internal medicine; Radiology; Biology; Fetus; Pregnancy","authors":[{"name":"James P. McAllister","is_ca":false},{"name":"Michael Talcott","is_ca":false},{"name":"Albert M. Isaacs","is_ca":true},{"name":"Sarah H. Zwick","is_ca":false},{"name":"María García‐Bonilla","is_ca":false},{"name":"Leandro Castañeyra-Ruiz","is_ca":false},{"name":"Alexis Hartman","is_ca":false},{"name":"Ryan N. Dilger","is_ca":false},{"name":"Stephen A. Fleming","is_ca":false},{"name":"Rebecca K. Golden","is_ca":false},{"name":"Diego M. Morales","is_ca":false},{"name":"Carolyn A. Harris","is_ca":false},{"name":"David D. Limbrick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0503030126059902,"gpt":0.295644565075378,"spread":0.2453415524693878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003545253,0.0007218648,0.0006072616,0.000604963,0.0002825613,0.0004082524,0.0003980355,0.0006497654,0.002776889],"category_scores_gemma":[0.0001282255,0.0002106028,0.0003281285,0.0001996893,0.0006332699,0.0004593054,0.000416404,0.001014878,0.000587204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002714586,"about_ca_system_score_gemma":0.000504298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003423767,"about_ca_topic_score_gemma":0.000669921,"domain_scores_codex":[0.9997806,0.00003315573,0.00002352318,0.0000431642,0.00006505298,0.00005458933],"domain_scores_gemma":[0.9997332,0.00003382812,0.0000773633,0.00003981687,0.00003305572,0.00008281109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006191263,0.0007400169,0.0007773103,0.0001230235,0.00001703558,0.0007287441,0.0000607276,0.0001184274,0.9941028,0.0002535892,0.0002146598,0.002244644],"study_design_scores_gemma":[0.0005066438,0.03302753,0.01683519,0.0001139781,0.0001294024,0.008249291,0.0003947876,0.00291337,0.9257556,0.0004849173,0.01152303,0.00006628384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879703,0.001017948,0.007118407,0.0001639535,0.0003432923,0.0005324901,0.0007575987,0.000125417,0.001970652],"genre_scores_gemma":[0.9725174,0.001731721,0.0168622,0.0001260431,0.00007879568,0.001466222,0.001208232,0.00003246979,0.005976961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002776889,"threshold_uncertainty_score":0.009289622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387610251","doi":"10.1186/s12987-023-00472-x","title":"Levels of inflammatory cytokines MCP-1, CCL4, and PD-L1 in CSF differentiate idiopathic normal pressure hydrocephalus from neurodegenerative diseases","year":2023,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Brain Institute; University of Toronto; University Health Network","funders":"Vetenskapsrådet; Uppsala Universitet; Svenska Sällskapet för Medicinsk Forskning","keywords":"Medicine; Neurology; Pathophysiology; Internal medicine; Dementia; Cerebrospinal fluid; Frontotemporal dementia; Normal pressure hydrocephalus; Lumbar; Pathology; Disease; Gastroenterology; Immunology; Surgery; Psychiatry","authors":[{"name":"Madelene Braun","is_ca":false},{"name":"Gustaf Boström","is_ca":false},{"name":"Martin Ingelsson","is_ca":true},{"name":"Lena Kilander","is_ca":false},{"name":"Malin Löwenmark","is_ca":false},{"name":"Dag Nyholm","is_ca":false},{"name":"Joachim Burman","is_ca":false},{"name":"Valter Niemelä","is_ca":false},{"name":"Eva Freyhult","is_ca":false},{"name":"Kim Kultima","is_ca":false},{"name":"Johan Virhammar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01463872421921777,"gpt":0.2307329464159935,"spread":0.2160942221967757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003106712,0.0003621237,0.0003488629,0.001039705,0.0002961903,0.0004976136,0.0001485956,0.0003269216,0.001078793],"category_scores_gemma":[0.001196104,0.0001357333,0.0001636398,0.0005333168,0.0003122715,0.0002946561,0.0003363409,0.0002491456,0.000171992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002967607,"about_ca_system_score_gemma":0.000256012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009719345,"about_ca_topic_score_gemma":0.001244556,"domain_scores_codex":[0.9998323,0.00002958442,0.00002826774,0.00004023937,0.00003446225,0.00003521019],"domain_scores_gemma":[0.9993885,0.0001284891,0.0002807691,0.00001792366,0.00008806459,0.00009622725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009558283,0.00007124825,0.9771622,0.0001204729,0.00006733817,0.0006867536,0.0003292413,0.00004803047,0.01434517,0.00003020382,0.0001723972,0.006011205],"study_design_scores_gemma":[0.00002424419,0.0003887373,0.9924063,0.00002797171,0.00006147685,0.002682647,0.0004242963,0.0001539545,0.003423749,0.00007167064,0.0003280415,0.000006887868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989293,0.0006894238,0.00007963497,0.00001492168,0.000004421703,0.000004971355,0.00008040626,0.000003937311,0.0001929265],"genre_scores_gemma":[0.9991564,0.0002439195,0.0003136774,0.00001903837,0.00001272051,0.0000105545,0.000140877,0.000001303417,0.0001016331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001078793,"threshold_uncertainty_score":0.003608882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3085455059","doi":"10.1186/s12987-020-00216-1","title":"The potential role of microvascular pathology in the neurological manifestations of coronavirus infection","year":2020,"lang":"en","type":"review","venue":"Fluids and Barriers of the CNS","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Neurology; Coronavirus; Neuropathology; Pathology; Pandemic; Blood–brain barrier; Disease; Stroke (engine); Inflammation; Diabetes mellitus; Immunology; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Central nervous system; Internal medicine","authors":[{"name":"Mark A. MacLean","is_ca":true},{"name":"Lyna Kamintsky","is_ca":true},{"name":"Erika Leck","is_ca":true},{"name":"Alon Friedman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01446483949255637,"gpt":0.2988875110869368,"spread":0.2844226715943804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003826615,0.0005381879,0.0009483362,0.001911915,0.00019866,0.0007875879,0.000472467,0.0008635745,0.002165813],"category_scores_gemma":[0.0006220008,0.0001534873,0.0004596852,0.00121668,0.0003437682,0.0009013111,0.0004816352,0.001079268,0.0007714675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003895974,"about_ca_system_score_gemma":0.0008039729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008814621,"about_ca_topic_score_gemma":0.001329548,"domain_scores_codex":[0.9998724,0.00002758973,0.00002476534,0.00002143637,0.00003848918,0.00001527658],"domain_scores_gemma":[0.9997552,0.0001163168,0.00003972444,0.000006549663,0.00006213525,0.00002010196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009629624,0.00006022904,0.0004137486,0.02673961,0.0001579114,0.0003823321,0.00008366122,0.000314175,0.002305765,0.003020718,0.0227996,0.9436259],"study_design_scores_gemma":[0.00002847505,0.0001792546,0.00323815,0.009550043,0.0003333377,0.004410418,0.0001221135,0.0001695809,0.0009429398,0.002961205,0.9780318,0.0000326831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001359255,0.9990558,0.00006477586,0.0002026358,0.0001085534,0.000002115253,0.0000101631,0.000004277829,0.0004157427],"genre_scores_gemma":[0.0009083243,0.9985587,0.0000778484,0.0001220268,0.0001218166,0.000003806308,0.00001546683,6.14899e-7,0.0001914069],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002165813,"threshold_uncertainty_score":0.007245421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186300903","doi":"10.1186/s12987-021-00262-3","title":"A multicenter retrospective study of heterogeneous tissue aggregates obstructing ventricular catheters explanted from patients with hydrocephalus","year":2021,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health; Children's Hospital of Michigan","keywords":"Hydrocephalus; Medicine; Neurology; Multicenter study; Retrospective cohort study; Neurosurgery; External ventricular drain; Surgery","authors":[{"name":"Jeffrey Sondheimer","is_ca":false},{"name":"Alexandra Petroj","is_ca":false},{"name":"Jacob Gluski","is_ca":false},{"name":"Andrew Jea","is_ca":false},{"name":"William E. Whitehead","is_ca":false},{"name":"Sandeep Sood","is_ca":false},{"name":"Steven D. Ham","is_ca":false},{"name":"Brandon G. Rocque","is_ca":false},{"name":"Neena I. Marupudi","is_ca":false},{"name":"James P. McAllister","is_ca":false},{"name":"David D. Limbrick","is_ca":false},{"name":"Marc R. Del Bigio","is_ca":true},{"name":"Carolyn A. Harris","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007873328820877,"gpt":0.2152040174190641,"spread":0.2073306885981872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005495811,0.0003608588,0.0006712555,0.001241663,0.0007881559,0.0007909367,0.0003769448,0.0005187772,0.001605542],"category_scores_gemma":[0.001811221,0.0004675428,0.0004124199,0.001344605,0.000471628,0.0005822937,0.0005802087,0.0004393707,0.0003458153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004325234,"about_ca_system_score_gemma":0.0004880085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001765822,"about_ca_topic_score_gemma":0.001589597,"domain_scores_codex":[0.9993448,0.00009449844,0.00009644823,0.0002371965,0.000117346,0.0001096826],"domain_scores_gemma":[0.9982779,0.0003297681,0.0007280708,0.0001410357,0.0002100991,0.0003131378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008967655,0.0000324856,0.9980083,0.00001526766,0.00001597259,0.0008883293,0.0001433019,0.000008344322,0.0002821495,0.000006922629,0.00003841838,0.0004707212],"study_design_scores_gemma":[0.000009758528,0.0004029049,0.9939585,0.00001245312,0.00003304445,0.004379082,0.0007612223,0.0000525344,0.0001141,0.00001391495,0.0002563036,0.000006333659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994541,0.0001900559,0.00005121622,0.000007563807,0.000003414038,0.00001547249,0.0001534912,0.000001342386,0.0001232755],"genre_scores_gemma":[0.9993984,0.0001114014,0.00007629648,0.00002176213,0.00001229022,0.00001776866,0.0003028187,0.000002042495,0.00005726645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001765822,"threshold_uncertainty_score":0.005371094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2100442711","doi":"10.1186/2045-8118-11-23","title":"Oral antioxidant therapy for juvenile rats with kaolin-induced hydrocephalus","year":2014,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research; Manitoba Health Research Council","keywords":"Myelin basic protein; Cisterna magna; Medicine; Antioxidant; Lipid peroxidation; Hydrocephalus; Internal medicine; Endocrinology; Oxidative stress; Anesthesia; Biochemistry; Surgery; Myelin; Chemistry; Cerebrospinal fluid; Central nervous system","authors":[{"name":"Domenico L. Di Curzio","is_ca":true},{"name":"Emily Turner-Brannen","is_ca":true},{"name":"Marc R. Del Bigio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01843046954935234,"gpt":0.2513187711982542,"spread":0.2328883016489018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001369924,0.0006390879,0.0006306935,0.0007066675,0.000291695,0.000169751,0.0003223114,0.0004105112,0.001130938],"category_scores_gemma":[0.0001520487,0.0001312234,0.0002766678,0.0002111964,0.000362925,0.0002530676,0.0002438382,0.0006724095,0.0001864187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002247016,"about_ca_system_score_gemma":0.0005392079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001012337,"about_ca_topic_score_gemma":0.002799072,"domain_scores_codex":[0.999915,0.000008096548,0.00001001026,0.00001340675,0.00002466066,0.00002878069],"domain_scores_gemma":[0.999741,0.00001523213,0.0001100723,0.00001705143,0.00002885185,0.00008778628],"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":[0.002616983,0.001435522,0.0009150294,0.0002721811,0.00003225457,0.0007041477,0.00009213411,0.00008861683,0.9817302,0.000112461,0.0001977442,0.01180268],"study_design_scores_gemma":[0.0009510813,0.04281107,0.02348864,0.0001393573,0.0002196243,0.002435012,0.0004272941,0.0009718812,0.9206086,0.0002565143,0.007639398,0.00005152644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965161,0.001474957,0.0008377452,0.0001139263,0.00005711627,0.00009803705,0.0001458191,0.0001692191,0.0005869533],"genre_scores_gemma":[0.9925144,0.002457747,0.002228884,0.0001019709,0.00003128492,0.0001454572,0.0003507723,0.00001904935,0.002150394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001130938,"threshold_uncertainty_score":0.003783345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2156715232","doi":"10.1186/2045-8118-10-24","title":"Pre- and post-shunting observations in adult sheep with kaolin-induced hydrocephalus","year":2013,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","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":"Children's Hospital Research Institute of Manitoba; Hospital for Sick Children; University of Toronto; University of Manitoba; Ontario Brain Institute; Sunnybrook Health Science Centre","funders":"","keywords":"Cisterna magna; Hydrocephalus; Medicine; Ventricle; Shunting; Shunt (medical); Cistern; Ventricular system; Anesthesia; Animal science; Internal medicine; Surgery; Cerebrospinal fluid; Biology","authors":[{"name":"Miles G. Johnston","is_ca":true},{"name":"Marc R. Del Bigio","is_ca":true},{"name":"James M. Drake","is_ca":true},{"name":"Dianna Armstrong","is_ca":true},{"name":"Domenico L. Di Curzio","is_ca":true},{"name":"J.-C. Bertrand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01314975223417006,"gpt":0.2238554163766083,"spread":0.2107056641424382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001912295,0.0002205628,0.0003940052,0.0004929216,0.0001851168,0.0002851466,0.0001391712,0.0003564837,0.0008817372],"category_scores_gemma":[0.0003752135,0.0001640502,0.0001446224,0.0001427827,0.0004615874,0.0002469381,0.0002197972,0.0004941798,0.0003414949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566783,"about_ca_system_score_gemma":0.000138009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003229623,"about_ca_topic_score_gemma":0.0007277802,"domain_scores_codex":[0.9998635,0.00001585034,0.00001653915,0.00003393077,0.00003968683,0.00003048742],"domain_scores_gemma":[0.9996474,0.00003847953,0.0001566295,0.00001951495,0.00005454636,0.00008351345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003091006,0.000308997,0.0566571,0.0001773706,0.00002281141,0.005022354,0.000579044,0.00009117494,0.9249495,0.00005978965,0.0001583221,0.008882575],"study_design_scores_gemma":[0.00005543214,0.01109489,0.8355338,0.00005267434,0.0001007763,0.01494218,0.001317691,0.0005782048,0.1339916,0.0001618368,0.002131306,0.0000397581],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990959,0.0003617976,0.0001768809,0.000009398322,0.000006206008,0.00001329125,0.0000584383,0.000008887841,0.0002691553],"genre_scores_gemma":[0.9982175,0.0005253936,0.0004597823,0.00001923222,0.00001289919,0.00004503362,0.0002002572,0.000003502998,0.0005163787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008817372,"threshold_uncertainty_score":0.002949715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114723125","doi":"10.1186/2045-8118-8-22","title":"Magnetic resonance imaging indicators of blood-brain barrier and brain water changes in young rats with kaolin-induced hydrocephalus","year":2011,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"White matter; Hydrocephalus; Magnetic resonance imaging; Parenchyma; Relaxometry; Chemistry; Blood–brain barrier; Lateral ventricles; Cisterna magna; Pathology; Anatomy; Nuclear magnetic resonance; Central nervous system; Internal medicine; Medicine; Cerebrospinal fluid; Radiology","authors":[{"name":"Marc R. Del Bigio","is_ca":true},{"name":"Ili Slobodian","is_ca":true},{"name":"Angela E. Schellenberg","is_ca":true},{"name":"Richard Buist","is_ca":true},{"name":"Tanya L Kemp-Buors","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009940269256013644,"gpt":0.212733393425697,"spread":0.2027931241696833,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001770283,0.0005345194,0.0004443793,0.0008489034,0.0001307551,0.000162497,0.0001693736,0.0003288356,0.0008101079],"category_scores_gemma":[0.0002266028,0.000233968,0.0001938687,0.0001944374,0.000455556,0.0003343796,0.0001879232,0.0005810222,0.0001689529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002776897,"about_ca_system_score_gemma":0.000270464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006770258,"about_ca_topic_score_gemma":0.000907778,"domain_scores_codex":[0.9999149,0.000006073468,0.000008805348,0.00002079817,0.00001959623,0.00002989047],"domain_scores_gemma":[0.9994073,0.00003221838,0.0003068554,0.00001901764,0.00006665116,0.0001679512],"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":[0.000794317,0.0001365726,0.00383259,0.00006229797,0.00001536726,0.0006112756,0.00009182045,0.00003730975,0.9925916,0.00003268044,0.00004588525,0.001748184],"study_design_scores_gemma":[0.000148964,0.009802544,0.2843713,0.00003728336,0.0001616795,0.004158105,0.0005901625,0.0007678156,0.6976891,0.0002615593,0.001947786,0.00006364646],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998359,0.00050768,0.0006541306,0.00002546149,0.00001312027,0.00002390061,0.0001491115,0.00005192142,0.0002156706],"genre_scores_gemma":[0.9954574,0.000754857,0.001859335,0.00005558071,0.00001252156,0.0001119186,0.0004141138,0.00001922214,0.001314913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008489034,"threshold_uncertainty_score":0.002710104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403415942","doi":"10.1186/s12987-024-00579-9","title":"Oxidative stress alters mitochondrial homeostasis in isolated brain capillaries","year":2024,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Mitochondrial Function and Pathology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Spinal Cord Injury BC","funders":"Brain Injury Research Center; Congressionally Directed Medical Research Programs; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; Biomedical Laboratory Research and Development, VA Office of Research and Development; National Institute on Aging; National Institutes of Health; U.S. Department of Veterans Affairs; U.S. Department of Defense","keywords":"Oxidative stress; Mitochondrion; Bioenergetics; Ex vivo; Cell biology; Oxidative phosphorylation; Biology; Chemistry; Biochemistry; In vitro","authors":[{"name":"Gopal V. Velmurugan","is_ca":false},{"name":"Hemendra J. Vekaria","is_ca":false},{"name":"Anika M. S. Hartz","is_ca":false},{"name":"Björn Bauer","is_ca":false},{"name":"W. Brad Hubbard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006895516960830511,"gpt":0.2347794003144928,"spread":0.2278838833536623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002705406,0.0003980615,0.0002282291,0.0002364127,0.0002588079,0.0004035967,0.0003012231,0.0003429655,0.0007095666],"category_scores_gemma":[0.0002714464,0.0001716981,0.0001810347,0.0001512558,0.0002746418,0.0003787128,0.0003279252,0.0005567595,0.0001461346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003167566,"about_ca_system_score_gemma":0.0001982366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006531053,"about_ca_topic_score_gemma":0.0008742811,"domain_scores_codex":[0.9998069,0.00002301256,0.00001431599,0.00007058201,0.00004576043,0.00003945774],"domain_scores_gemma":[0.9997652,0.00004935729,0.00006236848,0.00001865136,0.00006042338,0.00004401822],"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":[0.00005773663,0.00001864832,0.0002266559,0.0000242753,0.000006420199,0.0000318234,0.00001712156,0.000062438,0.9989096,0.00004782414,0.0000293086,0.0005682072],"study_design_scores_gemma":[0.00001049518,0.0001464809,0.003435749,0.000006494496,0.00001610512,0.0001256322,0.00002693337,0.001924444,0.9935776,0.00007734477,0.0006470846,0.000005584895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796523,0.001215858,0.01803603,0.00009104163,0.00004110685,0.00005279668,0.0002653507,0.0001366936,0.0005087768],"genre_scores_gemma":[0.9861026,0.0007739368,0.01135807,0.00005389238,0.00001314421,0.0001057812,0.0004766272,0.00005140941,0.001064518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007095666,"threshold_uncertainty_score":0.002373755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2108220747","doi":"10.1186/2045-8118-11-4","title":"Potential for intranasal drug delivery to alter cerebrospinal fluid outflow via the nasal turbinate lymphatics","year":2014,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"Hydrocephalus Association","keywords":"Nasal administration; Cerebrospinal fluid; Medicine; Drug delivery; Drug; Nose; Pharmacology; Pathology; Surgery; Chemistry","authors":[{"name":"Harold Kim","is_ca":true},{"name":"Sara Moore","is_ca":true},{"name":"Miles G. Johnston","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007113625223442123,"gpt":0.2227137332814356,"spread":0.2156001080579935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003956048,0.0002233401,0.0003036605,0.00009393839,0.0001149817,0.0004908681,0.0002574555,0.0002971704,0.001057022],"category_scores_gemma":[0.0003794173,0.00008731212,0.0002254346,0.00005874175,0.0003288419,0.0003580251,0.0001676497,0.0005197047,0.0001907941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002677499,"about_ca_system_score_gemma":0.0003058961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002809335,"about_ca_topic_score_gemma":0.000442923,"domain_scores_codex":[0.9998424,0.00004887595,0.00001162599,0.00003169909,0.00003250696,0.00003274211],"domain_scores_gemma":[0.9996873,0.0001333741,0.00008646292,0.00002335028,0.00002996265,0.00003959456],"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":[0.0003987592,0.00006028619,0.000385617,0.0001089932,0.000009080603,0.00005828528,0.00001556585,0.0001132067,0.9929387,0.000125017,0.00003923732,0.005747192],"study_design_scores_gemma":[0.00008138922,0.006190012,0.00594215,0.00003073635,0.0000590105,0.0003766006,0.00007286281,0.002448373,0.9806636,0.00009796539,0.004027169,0.00001010971],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988355,0.00265608,0.007574974,0.0002285715,0.00008311201,0.0000943595,0.00007952386,0.00007252326,0.0008558798],"genre_scores_gemma":[0.9910938,0.001474062,0.006534054,0.00008752444,0.00004154821,0.00007772338,0.00005714944,0.00001351794,0.0006204584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001057022,"threshold_uncertainty_score":0.003536105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318617513","doi":"10.1186/s12987-023-00409-4","title":"Effects of bacterial and viral pathogen-associated molecular patterns (PAMPs) on multidrug resistance (MDR) transporters in brain endothelial cells of the developing human blood–brain barrier","year":2023,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Drug Transport and Resistance Mechanisms","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; Canada Research Chairs; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Canadian Institutes of Health Research; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Canada Research Chairs","keywords":"Multiple drug resistance; Blood–brain barrier; Transporter; Biology; Microbiology; Pathogen; Hematology; ATP-binding cassette transporter; Virology; Immunology; Drug resistance; Medicine; Gene; Neuroscience; Central nervous system; Genetics","authors":[{"name":"Phetcharawan Lye","is_ca":true},{"name":"Enrrico Bloise","is_ca":false},{"name":"Stephen G. Matthews","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004552460577488623,"gpt":0.2103235941071818,"spread":0.2057711335296931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001697604,0.0001245128,0.0001940417,0.0001041188,0.0001022878,0.0002232294,0.00008707084,0.0002035308,0.001116832],"category_scores_gemma":[0.0001649794,0.00008719763,0.0002157206,0.0000946898,0.0001395583,0.0001699077,0.0001354337,0.0003798375,0.0002151889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001837075,"about_ca_system_score_gemma":0.000124211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005360789,"about_ca_topic_score_gemma":0.0005456099,"domain_scores_codex":[0.9998085,0.00005504783,0.00001545691,0.00002821477,0.00003600473,0.00005680124],"domain_scores_gemma":[0.999909,0.00002668101,0.00001923552,0.000008066842,0.00002041584,0.00001666683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004792338,0.00006603733,0.0008797675,0.0001019846,0.00001139783,0.00009885989,0.00004864372,0.00008019566,0.9958379,0.00006352626,0.00004652173,0.00228583],"study_design_scores_gemma":[0.00003857972,0.002126623,0.03901566,0.00002572673,0.00005284283,0.0004501959,0.0002055174,0.001577147,0.9539365,0.00009207941,0.002465879,0.00001339365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965995,0.001817779,0.0007397115,0.00005934021,0.00001719054,0.00001824591,0.0001991375,0.00001037838,0.0005386526],"genre_scores_gemma":[0.9966009,0.001045831,0.001295763,0.00006244644,0.000009624842,0.00004111378,0.000279328,0.000003499627,0.0006614685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001116832,"threshold_uncertainty_score":0.003736198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2605784193","doi":"10.1186/s12987-017-0061-6","title":"NIH workshop report on the trans-agency blood–brain interface workshop 2016: exploring key challenges and opportunities associated with the blood, brain and their interface","year":2017,"lang":"en","type":"review","venue":"Fluids and Barriers of the CNS","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre","funders":"Common Fund; Defense and Veterans Brain Injury Center; National Center for Advancing Translational Sciences; University of Pittsburgh; National Institute of Neurological Disorders and Stroke; Focused Ultrasound Foundation; National Institute on Aging; Combat Casualty Care Research Program; University of California, San Francisco; National Institutes of Health; National Cancer Institute; Case Western Reserve University; University of Cincinnati; Johns Hopkins University; Defense Threat Reduction Agency; Northwestern University; University of Pennsylvania; American Heart Association; Virginia Commonwealth University; Vanderbilt University; U.S. Department of Veterans Affairs; School of Medicine, University of California, San Francisco; University of Louisville; U.S. Department of Defense","keywords":"Medicine; Drug delivery; Blood–brain barrier; Limiting; Neuroscience; Bioinformatics; Psychology; Central nervous system; Internal medicine; Nanotechnology; Engineering; Biology","authors":[{"name":"Margaret J. Ochocinska","is_ca":false},{"name":"Berislav V. Zloković","is_ca":false},{"name":"Peter C. Searson","is_ca":false},{"name":"A. Tamara Crowder","is_ca":false},{"name":"Richard P. Kraig","is_ca":false},{"name":"Julia Y. Ljubimova","is_ca":false},{"name":"Todd G. Mainprize","is_ca":true},{"name":"William A. Banks","is_ca":false},{"name":"Ronald Q. Warren","is_ca":false},{"name":"Andrei Kindzelski","is_ca":false},{"name":"William C. Timmer","is_ca":false},{"name":"Christina Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1067252349730126,"gpt":0.3035858638491838,"spread":0.1968606288761712,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009526548,0.001539342,0.0007068884,0.0006954272,0.002433139,0.006389925,0.001942968,0.007445631,0.04784361],"category_scores_gemma":[0.005609331,0.0003878353,0.001679899,0.0004843802,0.0009130777,0.003121449,0.006486502,0.006379105,0.02146856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002545824,"about_ca_system_score_gemma":0.01337905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004695869,"about_ca_topic_score_gemma":0.009200864,"domain_scores_codex":[0.9958935,0.0007774594,0.0001607523,0.0003496771,0.001792742,0.001025833],"domain_scores_gemma":[0.9941885,0.0004639591,0.0002397799,0.0001259874,0.002413593,0.002568128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001893627,0.0001574543,0.0003017803,0.0002732441,0.00001689403,0.0002207377,0.0002846475,0.0001090241,0.001888611,0.001877411,0.9736615,0.02101947],"study_design_scores_gemma":[0.00002873207,0.0001590395,0.0005334801,0.0002553362,0.00001578297,0.00006917131,0.0006228928,0.00007792969,0.0008591225,0.001008807,0.9963474,0.0000223899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.009829149,0.02865785,0.006416155,0.4494471,0.3484034,0.001692023,0.005880214,0.0007909611,0.1488831],"genre_scores_gemma":[0.04478074,0.04138134,0.008284715,0.135306,0.08031293,0.002632482,0.009800813,0.000719645,0.6767814],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04784361,"threshold_uncertainty_score":0.1600528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226196767","doi":"10.1186/s12987-021-00295-8","title":"Biochemical profile of human infant cerebrospinal fluid in intraventricular hemorrhage and post-hemorrhagic hydrocephalus of prematurity","year":2021,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Cerebrospinal fluid; Choroid plexus; Medicine; Intraventricular hemorrhage; Hydrocephalus; Pathophysiology; Anesthesia; Internal medicine; Subarachnoid hemorrhage; Endocrinology; Gestational age; Surgery; Biology; Central nervous system","authors":[{"name":"Ayodamola Otun","is_ca":false},{"name":"Diego M. Morales","is_ca":false},{"name":"María García‐Bonilla","is_ca":false},{"name":"Seth Goldberg","is_ca":false},{"name":"Leandro Castañeyra-Ruiz","is_ca":false},{"name":"Yan Yan","is_ca":false},{"name":"Albert M. Isaacs","is_ca":true},{"name":"Jennifer M. Strahle","is_ca":false},{"name":"James P. McAllister","is_ca":false},{"name":"David D. Limbrick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005124037417466363,"gpt":0.2258235724659017,"spread":0.2206995350484354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002230245,0.0004279373,0.0004181022,0.0009579203,0.0002466739,0.0004053879,0.000175552,0.0002378477,0.0005650904],"category_scores_gemma":[0.0008266608,0.00009734005,0.0001435428,0.0005928396,0.00020838,0.0001011197,0.0001845338,0.0002240961,0.000223488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002083129,"about_ca_system_score_gemma":0.0001963391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510503,"about_ca_topic_score_gemma":0.0008327366,"domain_scores_codex":[0.999813,0.00004393083,0.00002033606,0.00003208581,0.00005701996,0.00003367041],"domain_scores_gemma":[0.9997612,0.00003287167,0.0000784004,0.00001026922,0.00006513204,0.0000521547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004508881,0.0002279268,0.8038936,0.00039707,0.0002175291,0.005378231,0.001100029,0.0002164677,0.1519438,0.0001605554,0.000500881,0.03145505],"study_design_scores_gemma":[0.0000152036,0.001465028,0.9657499,0.00004464149,0.00009672475,0.006577624,0.0005750458,0.0004004414,0.02306024,0.00007758092,0.001921462,0.00001604645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934297,0.004868364,0.0002345113,0.0000302764,0.00001961233,0.0000197136,0.0005525997,0.00002075764,0.0008244512],"genre_scores_gemma":[0.99741,0.001170281,0.0004707723,0.00003677926,0.00001580948,0.00002310869,0.0005955852,0.000004056364,0.000273744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001510503,"threshold_uncertainty_score":0.003003418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766463241","doi":"10.1186/s12987-017-0071-4","title":"Abstracts from the 20th International Symposium on Signal Transduction at the Blood-Brain Barriers","year":2017,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Barrier Structure and Function Studies","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"National Institutes of Health; Russian Science Foundation","keywords":"Extravasation; Chemistry; Blood–brain barrier; Evans Blue; Hippocampus; Internal medicine; Horseradish peroxidase; Cerebral cortex; Endocrinology; Angiotensin II; Blood pressure; Vesicular transport protein; Medicine; Central nervous system; Pathology; Vesicle; Biochemistry; Enzyme; Membrane","authors":[{"name":"Andrzej Małecki","is_ca":false},{"name":"Janina Skipor-Lahuta","is_ca":false},{"name":"Michał Toborek","is_ca":false},{"name":"N. Joan Abbott","is_ca":false},{"name":"David A. Antonetti","is_ca":false},{"name":"Enming Joe Su","is_ca":false},{"name":"Daniel A. Lawrence","is_ca":false},{"name":"Müge Atış","is_ca":false},{"name":"Uğur Akcan","is_ca":false},{"name":"Canan Uğur Yılmaz","is_ca":false},{"name":"Nurcan Orhan","is_ca":false},{"name":"Poyraz Düzgün","is_ca":false},{"name":"Umut Deniz Ceylan","is_ca":false},{"name":"Nadir Arıcan","is_ca":false},{"name":"Serçin Karahüseyinoğlu","is_ca":false},{"name":"Gizem Nur Şahin","is_ca":false},{"name":"Bülent Ahıshalı","is_ca":false},{"name":"Mehmet Kaya","is_ca":false},{"name":"Sidar Aydin","is_ca":false},{"name":"Armelle Klopstein","is_ca":false},{"name":"Britta Engelhardt","is_ca":false},{"name":"Julia Baumann","is_ca":false},{"name":"Chih-Chieh Tsao","is_ca":false},{"name":"Sheng‐Fu Huang","is_ca":false},{"name":"Omolara O. Ogunshola","is_ca":false},{"name":"E. B. Boytsova","is_ca":false},{"name":"А. В. Моргун","is_ca":false},{"name":"Е. Д. Хилажева","is_ca":false},{"name":"Е. А. Пожиленкова","is_ca":false},{"name":"Yana V. Gorina","is_ca":false},{"name":"Г. П. Мартынова","is_ca":false},{"name":"А. Б. Салмина","is_ca":false},{"name":"David Bueno","is_ca":false},{"name":"Jordi García‐Fernàndez","is_ca":false},{"name":"Vı́ctor Castro","is_ca":false},{"name":"Marta Skowrońska","is_ca":false},{"name":"Matheus Uba Chupel","is_ca":false},{"name":"Luciéle Guerra Minuzzi","is_ca":false},{"name":"Edith Filaire","is_ca":false},{"name":"Ana Teixeira","is_ca":false},{"name":"Mariangela Corsi","is_ca":false},{"name":"Romain Versele","is_ca":false},{"name":"Andrea Fuso","is_ca":false},{"name":"Emmanuel Sevin","is_ca":false},{"name":"Cherubino Di Lorenzo","is_ca":false},{"name":"Rita Businaro","is_ca":false},{"name":"Laurence Fénart","is_ca":false},{"name":"Fabien Gosselet","is_ca":false},{"name":"Pietra Candela","is_ca":false},{"name":"Mária A. Deli","is_ca":false},{"name":"Conor P. Delaney","is_ca":false},{"name":"Eoin O’Keefe","is_ca":false},{"name":"Michael Farrell","is_ca":false},{"name":"Sarah Doyle","is_ca":false},{"name":"Matthew Campbell","is_ca":false},{"name":"Lester R. Drewes","is_ca":false},{"name":"Antje Appelt‐Menzel","is_ca":false},{"name":"Alevtina Cubukova","is_ca":false},{"name":"Marco Metzger","is_ca":false},{"name":"Sabrina Fischer","is_ca":false},{"name":"David Miguel Ferreira Francisco","is_ca":false},{"name":"Rémy Bruggmann","is_ca":false},{"name":"Alexa Fries","is_ca":false},{"name":"Kinga Blecharz","is_ca":false},{"name":"Josephin Wagner","is_ca":false},{"name":"Lars Winkler","is_ca":false},{"name":"Ulf C. Schneider","is_ca":false},{"name":"Peter Vajkoczy","is_ca":false},{"name":"Mikio Furuse","is_ca":false},{"name":"Lydia Gabbert","is_ca":false},{"name":"Christina Dilling","is_ca":false},{"name":"Dmitri Sisario","is_ca":false},{"name":"Vladimir Soukhoroukov","is_ca":false},{"name":"Małgorzata Burek","is_ca":false},{"name":"Sylvaine Guérit","is_ca":false},{"name":"E. Fidan","is_ca":false},{"name":"Kavi Devraj","is_ca":false},{"name":"Cathrin J. Czupalla","is_ca":false},{"name":"Jadranka Macas","is_ca":false},{"name":"Simon Thom","is_ca":false},{"name":"Karl H. Plate","is_ca":false},{"name":"Holger Gerhardt","is_ca":false},{"name":"Stefan Liebner","is_ca":false},{"name":"András Harazin","is_ca":false},{"name":"Alexandra Bocsik","is_ca":false},{"name":"Judit Váradi","is_ca":false},{"name":"Ferenc Fenyvesi","is_ca":false},{"name":"Vilmos Tubak","is_ca":false},{"name":"Miklós Vecsernyés","is_ca":false},{"name":"Hans Christian Cederberg Helms","is_ca":false},{"name":"Helle S. Waagepetersen","is_ca":false},{"name":"Carsten Uhd Nielsen","is_ca":false},{"name":"Birger Brodin","is_ca":false},{"name":"Zsófia Hoyk","is_ca":false},{"name":"Melinda Tóth","is_ca":false},{"name":"Nikolett Lénárt","is_ca":false},{"name":"Brigitta Dukay","is_ca":false},{"name":"Ágnes Kittel","is_ca":false},{"name":"Judit P. Vigh","is_ca":false},{"name":"Szilvia Veszelka","is_ca":false},{"name":"Fruzsina R. Walter","is_ca":false},{"name":"Ágnes Zvara","is_ca":false},{"name":"László G. Puskás","is_ca":false},{"name":"Miklós Sántha","is_ca":false},{"name":"Sabrina Engelhardt","is_ca":false},{"name":"Anna Huber","is_ca":false},{"name":"Alexander Reitner","is_ca":false},{"name":"Samar Osmen","is_ca":false},{"name":"Neli Bounzina","is_ca":false},{"name":"Anna Gerhartl","is_ca":false},{"name":"Anna Schönegger","is_ca":false},{"name":"Hannes Steinkellner","is_ca":false},{"name":"Franco Laccone","is_ca":false},{"name":"Winfried Neuhaus","is_ca":false},{"name":"Natalie Hudson","is_ca":false},{"name":"Lucia Celkova","is_ca":false},{"name":"Anne Iltzsche","is_ca":false},{"name":"Svetlana Drndarski","is_ca":false},{"name":"David J. Begley","is_ca":false},{"name":"Mette Mathiesen Janiurek","is_ca":false},{"name":"Krzysztof Kucharz","is_ca":false},{"name":"Christina Christoffersen","is_ca":false},{"name":"Lars B. Nielsen","is_ca":false},{"name":"Martin Lauritzen","is_ca":false},{"name":"Rebecca Johnson","is_ca":false},{"name":"Dan T. Kho","is_ca":false},{"name":"Simon J. O’Carroll","is_ca":false},{"name":"Catherine E. Angel","is_ca":false},{"name":"E. Scott Graham","is_ca":false},{"name":"Jennifer Pereira","is_ca":false},{"name":"Christina Simoglou Karali","is_ca":false},{"name":"Vinton W.T. Cheng","is_ca":false},{"name":"Niloufar Zarghami","is_ca":false},{"name":"Manuel Sarmiento Soto","is_ca":false},{"name":"Yvonne Couch","is_ca":false},{"name":"Daniel C. Anthony","is_ca":false},{"name":"Nicola R. Sibson","is_ca":false},{"name":"John Kealy","is_ca":false},{"name":"Richard F. Keep","is_ca":false},{"name":"Lisa Greve Routhe","is_ca":false},{"name":"Jianming Xiang","is_ca":false},{"name":"Hong Ye","is_ca":false},{"name":"Ya Hua","is_ca":false},{"name":"Torben Moos","is_ca":false},{"name":"Guohua Xi","is_ca":false},{"name":"Mette Kristensen","is_ca":false},{"name":"Anders Bach","is_ca":false},{"name":"Kristian Strømgaard","is_ca":false},{"name":"Nikolay Kutuzov","is_ca":false},{"name":"Melissa A. Lopes-Pinheiro","is_ca":false},{"name":"Jamie Lim","is_ca":false},{"name":"Alwin Kamermans","is_ca":false},{"name":"Jack van Horssen","is_ca":false},{"name":"Wendy W. J. Unger","is_ca":false},{"name":"Ruud D. Fontijn","is_ca":false},{"name":"Helga E. de Vries","is_ca":false},{"name":"Petra Majerová","is_ca":false},{"name":"Ralph M. Garruto","is_ca":false},{"name":"Luca Marchetti","is_ca":false},{"name":"Isabelle Gruber","is_ca":false},{"name":"Ruth Lyck","is_ca":false},{"name":"Mária Mészáros","is_ca":false},{"name":"Gergő Porkoláb","is_ca":false},{"name":"Lóránd Kiss","is_ca":false},{"name":"Ana‐Maria Pilbat","is_ca":false},{"name":"Zsolt Török","is_ca":false},{"name":"Zsolt Bozsó","is_ca":false},{"name":"Lívia Fülöp","is_ca":false},{"name":"Alena Michalicová","is_ca":false},{"name":"Jaroslav Galba","is_ca":false},{"name":"Sandra Mihaljević","is_ca":false},{"name":"Michal Novák","is_ca":false},{"name":"Andrej Kováč","is_ca":false},{"name":"Yoichi Morofuji","is_ca":false},{"name":"Takashi Fujimoto","is_ca":false},{"name":"Daisuke Watanabe","is_ca":false},{"name":"Shinsuke Nakagawa","is_ca":false},{"name":"Kenta Ujifuku","is_ca":false},{"name":"Nobutaka Horie","is_ca":false},{"name":"Tsuyoshi Izumo","is_ca":false},{"name":"Takeo Anda","is_ca":false},{"name":"Takayuki Matsuo","is_ca":false},{"name":"Fang Niu","is_ca":false},{"name":"Shilpa Buch","is_ca":false},{"name":"Ádám Nyúl‐Tóth","is_ca":false},{"name":"Mihály Kozma","is_ca":false},{"name":"Péter Nagyőszi","is_ca":false},{"name":"Krisztina Nagy","is_ca":false},{"name":"Csilla Fazakas","is_ca":false},{"name":"János Haskó","is_ca":false},{"name":"Kinga Molnár","is_ca":false},{"name":"Attila E. Farkas","is_ca":false},{"name":"Péter Galajda","is_ca":false},{"name":"Imola Wilhelm","is_ca":false},{"name":"István A. Krizbai","is_ca":false},{"name":"Eoin Kelly","is_ca":false},{"name":"Eugene Wallace","is_ca":false},{"name":"Chris Greene","is_ca":false},{"name":"Stephanie M. Hughes","is_ca":false},{"name":"Niamh Doyle","is_ca":false},{"name":"Marian M. Humphries","is_ca":false},{"name":"Gerald A. Grant","is_ca":false},{"name":"Alon Friedman","is_ca":true},{"name":"Ronel Veksler","is_ca":false},{"name":"Michael G. Molloy","is_ca":false},{"name":"James F. Meaney","is_ca":false},{"name":"Niall Pender","is_ca":false},{"name":"Colin P. Doherty","is_ca":false},{"name":"Minseon Park","is_ca":false},{"name":"Arkadiusz Liśkiewicz","is_ca":false},{"name":"Marta Przybyła","is_ca":false},{"name":"Daniela Liśkiewicz","is_ca":false},{"name":"Marta Nowacka-Chmielewska","is_ca":false},{"name":"Ana Pombero","is_ca":false},{"name":"Raquel García‐López","is_ca":false},{"name":"Marta Martínez-Morga","is_ca":false},{"name":"Salvador Martı́nez","is_ca":false},{"name":"Ofer Prager","is_ca":false},{"name":"Lyna Solomon-Kamintsky","is_ca":true},{"name":"Karl Schoknecht","is_ca":false},{"name":"Guy Bar‐Klein","is_ca":false},{"name":"Dan Z. Milikovsky","is_ca":false},{"name":"Udi Vazana","is_ca":true},{"name":"Dror Rosenbach","is_ca":false},{"name":"Richard J. Kovacs","is_ca":false},{"name":"Zsolt Radák","is_ca":false},{"name":"Sabela Rodríguez‐Lorenzo","is_ca":false},{"name":"Gijs Kooij","is_ca":false},{"name":"Semyachkina-Glushkovskaya Oxana","is_ca":false},{"name":"B Denis","is_ca":false},{"name":"V Gnedovskaya Elena","is_ca":false},{"name":"Alekseeva Anna","is_ca":false},{"name":"Salmina Alla","is_ca":false},{"name":"Salmin Vladimir","is_ca":false},{"name":"Morgun Andrey","is_ca":false},{"name":"Malinovskaya Nataliya","is_ca":false},{"name":"Khilazheva Elena","is_ca":false},{"name":"Boytsova Elizaveta","is_ca":false},{"name":"Shirokov Alexander","is_ca":false},{"name":"Navolokin Nikita","is_ca":false},{"name":"Bucharskaya Alla","is_ca":false},{"name":"Yang Yirong","is_ca":false},{"name":"Abdurashitov Arkady","is_ca":false},{"name":"Gekalyuk Artem","is_ca":false},{"name":"Ulanova Mariya","is_ca":false},{"name":"Shushunova Anastasia","is_ca":false},{"name":"Bodrova Madina","is_ca":false},{"name":"S Kasianov Artem","is_ca":false},{"name":"Khorovodov Alexander","is_ca":false},{"name":"Shareef Ali Esmat","is_ca":false},{"name":"Pavlov Valery","is_ca":false},{"name":"Tuchin Artem","is_ca":false},{"name":"K. Jürgen","is_ca":false},{"name":"Marcelle Silva de Abreu","is_ca":false},{"name":"Ana Cristina Calpena","is_ca":false},{"name":"Marta Espina","is_ca":false},{"name":"María L. García","is_ca":false},{"name":"Ignacio A. Romero","is_ca":false},{"name":"David Male","is_ca":false},{"name":"Steffen E. Storck","is_ca":false},{"name":"Anika M. S. Hartz","is_ca":false},{"name":"Jens Pahnke","is_ca":false},{"name":"Claus U. Surma","is_ca":false},{"name":"Michał A. Surma","is_ca":false},{"name":"Zygmunt Giżejewski","is_ca":false},{"name":"Henryk Zieliński","is_ca":false},{"name":"Aleksandra Szczepkowska","is_ca":false},{"name":"Marta Kowalewska","is_ca":false},{"name":"Agata Krawczyńska","is_ca":false},{"name":"Andrzej Przemysław Herman","is_ca":false},{"name":"J. Skipor","is_ca":false},{"name":"Nicole Kachappilly","is_ca":false},{"name":"Mike Veenstra","is_ca":false},{"name":"Rosiris Leon Rivera","is_ca":false},{"name":"Dionna W. Williams","is_ca":false},{"name":"Susan Morgello","is_ca":false},{"name":"Joan W. Berman","is_ca":false},{"name":"Úrsula Wyneken","is_ca":false},{"name":"Luis Federico Bátiz","is_ca":false},{"name":"Arzu Temizyürek","is_ca":false},{"name":"Rouhollah Khodadust","is_ca":false},{"name":"Mutlu Küçük","is_ca":false},{"name":"Candan Gürses","is_ca":false},{"name":"Serkan Emik","is_ca":false},{"name":"Magdalena Zielińska","is_ca":false},{"name":"Marta Obara‐Michlewska","is_ca":false},{"name":"Krzysztof Milewski","is_ca":false},{"name":"Edyta Skonieczna","is_ca":false},{"name":"Inez Fręśko","is_ca":false},{"name":"Edward A. Neuwelt","is_ca":false},{"name":"Ana Raquel Santa Maria","is_ca":false},{"name":"Ana Rita Brás","is_ca":false},{"name":"Dóra V. Lipka","is_ca":false},{"name":"Sándor Valkai","is_ca":false},{"name":"András Kincses","is_ca":false},{"name":"András Dér","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0156113889084697,"gpt":0.2393395859975767,"spread":0.223728197089107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002008953,0.001497686,0.001137646,0.002244106,0.00144131,0.003504313,0.001165378,0.002526301,0.09629169],"category_scores_gemma":[0.001268157,0.0003594717,0.001284119,0.001423864,0.0007631581,0.002077053,0.002079871,0.003361661,0.0281128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673701,"about_ca_system_score_gemma":0.002355427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001422175,"about_ca_topic_score_gemma":0.003359497,"domain_scores_codex":[0.9993506,0.00006879232,0.00005274902,0.0001080231,0.0002716889,0.0001481136],"domain_scores_gemma":[0.998628,0.0001387845,0.00008561175,0.00004891651,0.0006554631,0.0004432561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001170764,0.000257842,0.0005363771,0.001940868,0.00009885227,0.0004322498,0.0002549411,0.0002087222,0.0201242,0.006098563,0.7765794,0.1922971],"study_design_scores_gemma":[0.0000374751,0.0002024222,0.001529454,0.0003795709,0.00005582676,0.0002413754,0.0001183771,0.00007622642,0.005857029,0.001541171,0.9899397,0.00002144939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.009188438,0.5306133,0.004701322,0.05566474,0.284471,0.0003721631,0.002598873,0.0002820123,0.1121081],"genre_scores_gemma":[0.0288064,0.2641304,0.002823967,0.007005158,0.1529457,0.0002691616,0.002865319,0.0002494889,0.5409044],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09629169,"threshold_uncertainty_score":0.3221278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366742647","doi":"10.1186/s12987-023-00429-0","title":"A year in review: brain barriers and brain fluids research in 2022","year":2023,"lang":"en","type":"editorial","venue":"Fluids and Barriers of the CNS","topic":"Mitochondrial Function and Pathology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Choroid plexus; Meninges; Cerebrospinal fluid; Blood–brain barrier; Medicine; Brain disease; Neuroscience; Neurovascular bundle; Brain research; Neurology; Central nervous system; Bioinformatics; Pathology; Disease; Internal medicine; Psychology; Biology; Psychiatry","authors":[{"name":"Richard F. Keep","is_ca":false},{"name":"Hazel C. Jones","is_ca":false},{"name":"Mark G. Hamilton","is_ca":true},{"name":"Lester R. Drewes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01485388375159849,"gpt":0.3104854231739062,"spread":0.2956315394223077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003727486,0.002496743,0.00271895,0.002931039,0.001828551,0.006021909,0.001874677,0.006267808,0.01367286],"category_scores_gemma":[0.01014902,0.0007918141,0.001323095,0.001596918,0.001566463,0.005124008,0.00166659,0.01105166,0.01305163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00228961,"about_ca_system_score_gemma":0.00283035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017904,"about_ca_topic_score_gemma":0.002848409,"domain_scores_codex":[0.9976791,0.0004753558,0.0002846406,0.000295368,0.001096232,0.00016945],"domain_scores_gemma":[0.9918588,0.002832555,0.000570993,0.0001386751,0.003075066,0.001523955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000344187,0.00001031506,0.00002052964,0.0005151188,0.00001346906,0.00007653356,0.00001664186,0.00001677361,0.00007177297,0.0003672462,0.9858439,0.01301322],"study_design_scores_gemma":[0.00002401749,0.00002527543,0.0001281109,0.0008356341,0.00002613504,0.0003886931,0.00003941534,0.00003272384,0.00005631264,0.0006564624,0.9977749,0.00001234211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004145239,0.08869658,0.0001144551,0.02836165,0.8806727,0.00001415143,0.00004172092,0.00003831957,0.002018967],"genre_scores_gemma":[0.0004275417,0.06947108,0.0001397532,0.03502728,0.8839465,0.00001928735,0.00006751659,0.00004611197,0.01085487],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01367286,"threshold_uncertainty_score":0.04574025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388814161","doi":"10.1186/s12987-023-00488-3","title":"Protective effects of pyrroloquinoline quinone in brain folate deficiency","year":2023,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Oxidative stress; Pyrroloquinoline quinone; Neuroinflammation; Reactive oxygen species; Neurodegeneration; Chemistry; Biology; Biochemistry; Pharmacology; Endocrinology; Internal medicine; Inflammation; Medicine; Immunology","authors":[{"name":"Vishal Sangha","is_ca":true},{"name":"Sara Aboulhassane","is_ca":true},{"name":"Qing Rui Qu","is_ca":true},{"name":"Reina Bendayan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00968153471540693,"gpt":0.2742008687695849,"spread":0.264519334054178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001020245,0.0002693931,0.0002950229,0.0002978707,0.0001378379,0.0001369243,0.0001781819,0.000233201,0.001089493],"category_scores_gemma":[0.0001296687,0.00007607832,0.0001994068,0.0001445846,0.0001792348,0.0001628194,0.0001221719,0.000276865,0.000127503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001809183,"about_ca_system_score_gemma":0.0001725482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001365767,"about_ca_topic_score_gemma":0.00169077,"domain_scores_codex":[0.9999484,0.000009377724,0.000005571346,0.00001249207,0.00001075108,0.00001335849],"domain_scores_gemma":[0.9999015,0.00001158141,0.000028537,0.000007998741,0.00002928218,0.00002111133],"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":[0.001346913,0.00007148547,0.0007610907,0.0002888039,0.00002345281,0.0002011883,0.0000480216,0.00004504681,0.9893196,0.00004985515,0.0001093342,0.007735116],"study_design_scores_gemma":[0.00009394524,0.002911265,0.01910375,0.00005654889,0.0001335157,0.0007997494,0.000143488,0.000527928,0.9712561,0.0001597861,0.004803389,0.00001055004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786879,0.01777868,0.001803609,0.0002546823,0.00007070053,0.00003400755,0.0003722465,0.0000991031,0.0008991038],"genre_scores_gemma":[0.9923891,0.004786021,0.001658547,0.00007137201,0.00001723634,0.00002712994,0.0002447366,0.000007314204,0.0007985127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001365767,"threshold_uncertainty_score":0.003644705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2623777570","doi":"10.1186/s12987-017-0054-5","title":"Abstracts from Hydrocephalus 2016","year":2017,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Protocol (science); Context (archaeology); Standardization; Urinary incontinence; Hydrocephalus; Physical medicine and rehabilitation; Test (biology); Physical therapy; Surgery; Pathology; Alternative medicine","authors":[{"name":"Afzan Adam","is_ca":false},{"name":"Jamie Robison","is_ca":false},{"name":"Jennifer Lu","is_ca":false},{"name":"Reshmi L. Jose","is_ca":false},{"name":"Nabil F. Badran","is_ca":false},{"name":"Tito Vivas-Buitrago","is_ca":false},{"name":"Daniele Rigamonti","is_ca":false},{"name":"Abdus Sattar","is_ca":false},{"name":"O. Omoush","is_ca":false},{"name":"Mahmoud Hammad","is_ca":false},{"name":"Mustafa Dawood","is_ca":false},{"name":"M. Maghaslah","is_ca":false},{"name":"T. W. Belcher","is_ca":false},{"name":"Kathryn A. Carson","is_ca":false},{"name":"Jamie Hoffberger","is_ca":false},{"name":"Ignacio Jusué-Torres","is_ca":false},{"name":"Sarah Foley","is_ca":false},{"name":"Sevil Yaşar","is_ca":false},{"name":"Quoc-Anh Thai","is_ca":false},{"name":"Jan Wemmer","is_ca":false},{"name":"Petra M. Klinge","is_ca":false},{"name":"Layla Al-Mutawa","is_ca":false},{"name":"Hamed Saeed Al-Ghamdi","is_ca":false},{"name":"K. A. Carson","is_ca":false},{"name":"Masoud Asgari","is_ca":false},{"name":"D. de Zélicourt","is_ca":false},{"name":"Vartan Kurtcuoglu","is_ca":false},{"name":"Simon Garnotel","is_ca":false},{"name":"Stéphanie Salmon","is_ca":false},{"name":"Olivier Balédent","is_ca":false},{"name":"Armelle Lokossou","is_ca":false},{"name":"Gwenaël Pagé","is_ca":false},{"name":"Laurent Balardy","is_ca":false},{"name":"Z. Czosnyka","is_ca":false},{"name":"Pierre Payoux","is_ca":false},{"name":"Eric Schmidt","is_ca":false},{"name":"M. Zitoun","is_ca":false},{"name":"Marie‐Antoinette Sevestre","is_ca":false},{"name":"N. Alperin","is_ca":false},{"name":"Irene Baudracco","is_ca":false},{"name":"Claudia Craven","is_ca":false},{"name":"Samir Matloob","is_ca":false},{"name":"Simon R. Thompson","is_ca":false},{"name":"P. Haylock Vize","is_ca":false},{"name":"Lucy Thorne","is_ca":false},{"name":"Laurence Watkins","is_ca":false},{"name":"Ahmed K. Toma","is_ca":false},{"name":"Karl Bechter","is_ca":false},{"name":"Alice Pong","is_ca":false},{"name":"Lauriane Jugé","is_ca":false},{"name":"Lynne E. Bilston","is_ca":false},{"name":"Shaokoon Cheng","is_ca":false},{"name":"William G. Bradley","is_ca":false},{"name":"Fernando Hakim","is_ca":false},{"name":"Juan Fernando Ramón","is_ca":false},{"name":"María Fernanda Cárdenas","is_ca":false},{"name":"John S. Davidson","is_ca":false},{"name":"Concepción García","is_ca":false},{"name":"Diego González","is_ca":false},{"name":"S. Bermúdez","is_ca":false},{"name":"Nicolás Useche","is_ca":false},{"name":"Juan Armando Mejía","is_ca":false},{"name":"Paulo Mayorga","is_ca":false},{"name":"C. Martínez","is_ca":false},{"name":"M. C. Matiz","is_ca":false},{"name":"M. Vallejo","is_ca":false},{"name":"Kemel A. Ghotme","is_ca":false},{"name":"Hugo Alfredo Soto","is_ca":false},{"name":"Dardo Riveros","is_ca":false},{"name":"Andrés F. Buitrago","is_ca":false},{"name":"M. Mora","is_ca":false},{"name":"Laura Murcia","is_ca":false},{"name":"Sonia Bermúdez","is_ca":false},{"name":"David J. Cohen","is_ca":false},{"name":"D. Dasgupta","is_ca":false},{"name":"Carmel Curtis","is_ca":false},{"name":"Lucas Celes Dominguez","is_ca":false},{"name":"Anderson Remolina","is_ca":false},{"name":"Miguel Grijalba","is_ca":false},{"name":"K. J. Whitehouse","is_ca":false},{"name":"R. J. Edwards","is_ca":false},{"name":"Andreas Eleftheriou","is_ca":false},{"name":"Fredrik Lundin","is_ca":false},{"name":"Kostas N. Fountas","is_ca":false},{"name":"E. Z. Kapsalaki","is_ca":false},{"name":"Hugh F. Smisson","is_ca":false},{"name":"John S. Robinson","is_ca":false},{"name":"Michael Fritsch","is_ca":false},{"name":"Wasim Arouk","is_ca":false},{"name":"Mauricio Garzón","is_ca":false},{"name":"Mingu Kang","is_ca":false},{"name":"Kieran Sandhu","is_ca":false},{"name":"D. Baghawatti","is_ca":false},{"name":"Kristian Aquilina","is_ca":false},{"name":"G. B. James","is_ca":false},{"name":"D. Thompson","is_ca":false},{"name":"Marcelo H. Gehlen","is_ca":false},{"name":"Marianne Schmid Daners","is_ca":false},{"name":"Anders Eklund","is_ca":false},{"name":"Jan Malm","is_ca":false},{"name":"Diego F. Gómez","is_ca":false},{"name":"M. Guerra","is_ca":false},{"name":"M. Jara","is_ca":false},{"name":"Mario E. Flores","is_ca":false},{"name":"Karin Vío","is_ca":false},{"name":"Irene Moreno","is_ca":false},{"name":"Sara Rodrı́guez","is_ca":false},{"name":"Eduardo Ortega","is_ca":false},{"name":"E. M. Rodríguez","is_ca":false},{"name":"James P. McAllister","is_ca":false},{"name":"M. M. Guerra","is_ca":false},{"name":"Dulce María Morales","is_ca":false},{"name":"DA Sival","is_ca":false},{"name":"Amador Jiménez","is_ca":false},{"name":"David D. Limbrick","is_ca":false},{"name":"Mutsuo Ishikawa","is_ca":false},{"name":"Shigeki Yamada","is_ca":false},{"name":"Kazuo Yamamoto","is_ca":false},{"name":"Antti Junkkari","is_ca":false},{"name":"A. Häyrinen","is_ca":false},{"name":"Tuomas Rauramaa","is_ca":false},{"name":"Harri Sintonen","is_ca":false},{"name":"Ossi Nerg","is_ca":false},{"name":"Anne M. Koivisto","is_ca":false},{"name":"R. P. Roine","is_ca":false},{"name":"Heimo Viinamäki","is_ca":false},{"name":"Hilkka Soininen","is_ca":false},{"name":"Antti Luikku","is_ca":false},{"name":"J. E. Jääskeläinen","is_ca":false},{"name":"Ville Leinonen","is_ca":false},{"name":"Uwe Kehler","is_ca":false},{"name":"Otto Lilja-Lund","is_ca":false},{"name":"Karin Kockum","is_ca":false},{"name":"Elna‐Marie Larsson","is_ca":false},{"name":"Katrine Riklund","is_ca":false},{"name":"Lars Söderström","is_ca":false},{"name":"Per M. Hellström","is_ca":false},{"name":"Katarina Laurell","is_ca":false},{"name":"Maria Kojoukhova","is_ca":false},{"name":"Anna Sutela","is_ca":false},{"name":"R. Vanninen","is_ca":false},{"name":"K. I. Vanha","is_ca":false},{"name":"M. Timonen","is_ca":false},{"name":"J. Rummukainen","is_ca":false},{"name":"Ville E. Korhonen","is_ca":false},{"name":"Seppo Helisalmi","is_ca":false},{"name":"Eino Solje","is_ca":false},{"name":"Anne M. Remes","is_ca":false},{"name":"Jukka Huovinen","is_ca":false},{"name":"Jussi Paananen","is_ca":false},{"name":"Mikko Hiltunen","is_ca":false},{"name":"Mitja Kurki","is_ca":false},{"name":"Bryn A. Martin","is_ca":false},{"name":"Francis Loth","is_ca":false},{"name":"Mark G. Luciano","is_ca":false},{"name":"A. Hall","is_ca":false},{"name":"Sanna‐Kaisa Herukka","is_ca":false},{"name":"Jussi Mattila","is_ca":false},{"name":"Jyrki Lötjönen","is_ca":false},{"name":"Irina Alafuzoff","is_ca":false},{"name":"Ivana Jurjević","is_ca":false},{"name":"M. Miyajima","is_ca":false},{"name":"Masaru Nakajima","is_ca":false},{"name":"H. Murai","is_ca":false},{"name":"Toshitaka Shin","is_ca":false},{"name":"Daisuke Kawaguchi","is_ca":false},{"name":"Chihiro Akiba","is_ca":false},{"name":"Ichiro Ogino","is_ca":false},{"name":"Kostadin Karagiozov","is_ca":false},{"name":"Hiroyuki Arai","is_ca":false},{"name":"Ricardo Reis","is_ca":false},{"name":"Manoel Jacobsen Teixeira","is_ca":false},{"name":"C. G. Valêncio","is_ca":false},{"name":"D. da Vigua","is_ca":false},{"name":"Luciana Almeida‐Lopes","is_ca":false},{"name":"M. Mancini","is_ca":false},{"name":"Fernando Campos Gomes Pinto","is_ca":false},{"name":"Regina Maykot","is_ca":false},{"name":"Giovanna Calia","is_ca":false},{"name":"Juliana Benevenuto Tornai","is_ca":false},{"name":"Salamandra Silvestre","is_ca":false},{"name":"G. Mendes","is_ca":false},{"name":"Vítor Sousa","is_ca":false},{"name":"Bruna M. Bezerra","is_ca":false},{"name":"Patrícia Maria Lourenço Dutra","is_ca":false},{"name":"Paola Modesto","is_ca":false},{"name":"Matheus Fernandes de Oliveira","is_ca":false},{"name":"Carlo Emanuel Petitto","is_ca":false},{"name":"Heinke Pülhorn","is_ca":false},{"name":"Arun Chandran","is_ca":false},{"name":"Catherine McMahon","is_ca":false},{"name":"Aruna Rao","is_ca":false},{"name":"M. Jumaly","is_ca":false},{"name":"D. Solomon","is_ca":false},{"name":"Abhay Moghekar","is_ca":false},{"name":"Norman Relkin","is_ca":false},{"name":"Mark G. Hamilton","is_ca":true},{"name":"Heather Katzen","is_ca":false},{"name":"Michael A. Williams","is_ca":false},{"name":"Thorsten Bach","is_ca":false},{"name":"Sally Jo Zuspan","is_ca":false},{"name":"Richard Holubkov","is_ca":false},{"name":"Alessandra Rigamonti","is_ca":false},{"name":"Gwendolyn Clemens","is_ca":false},{"name":"Phoebe D. Sharkey","is_ca":false},{"name":"Abanti Sanyal","is_ca":false},{"name":"Eric W. Sankey","is_ca":false},{"name":"Karen Rigamonti","is_ca":false},{"name":"S Naqvi","is_ca":false},{"name":"Alice Hung","is_ca":false},{"name":"F. Ory-Magne","is_ca":false},{"name":"Pierre Gantet","is_ca":false},{"name":"Adrien Guenego","is_ca":false},{"name":"Anne-Christine Januel","is_ca":false},{"name":"P. Tall","is_ca":false},{"name":"Nelly Fabre","is_ca":false},{"name":"L. Mahieu","is_ca":false},{"name":"Christophe Cognard","is_ca":false},{"name":"Lawrence W. Gray","is_ca":false},{"name":"J.A. Büttner-Ennever","is_ca":false},{"name":"K. Takagi","is_ca":false},{"name":"Kenji Onouchi","is_ca":false},{"name":"Simon D Thompson","is_ca":false},{"name":"L. D. Thorne","is_ca":false},{"name":"Hannah M. Tully","is_ca":false},{"name":"T. Wenger","is_ca":false},{"name":"Walter A. Kukull","is_ca":false},{"name":"Dan Doherty","is_ca":false},{"name":"William B. Dobyns","is_ca":false},{"name":"Dane Moran","is_ca":false},{"name":"S. Vakili","is_ca":false},{"name":"M. A. Patel","is_ca":false},{"name":"B. Elder","is_ca":false},{"name":"C. Rory Goodwin","is_ca":false},{"name":"J. Adam Crawford","is_ca":false},{"name":"Mikhail V. Pletnikov","is_ca":false},{"name":"Jiadi Xu","is_ca":false},{"name":"Ari M. Blitz","is_ca":false},{"name":"Daniel A. Herzka","is_ca":false},{"name":"Hugo Guerrero‐Cazares","is_ca":false},{"name":"Alfredo Quiñones‐Hinojosa","is_ca":false},{"name":"Susumu Mori","is_ca":false},{"name":"Pablo Saavedra","is_ca":false},{"name":"Haldo Treviño","is_ca":false},{"name":"K. Maitani","is_ca":false},{"name":"Wendy Ziai","is_ca":false},{"name":"Vahid Eslami","is_ca":false},{"name":"Saman Nekoovaght-Tak","is_ca":false},{"name":"Rachel Dlugash","is_ca":false},{"name":"Gayane Yenokyan","is_ca":false},{"name":"Nichol McBee","is_ca":false},{"name":"Daniel F. Hanley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01770350820367159,"gpt":0.2531377437637665,"spread":0.2354342355600949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001074293,0.0008345052,0.0008295414,0.002206677,0.0008148234,0.002426494,0.0007717994,0.001032143,0.3250356],"category_scores_gemma":[0.004837185,0.0002856974,0.0006172821,0.001136239,0.0005315401,0.001167304,0.002564392,0.001677736,0.1771069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056918,"about_ca_system_score_gemma":0.001932981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056918,"about_ca_topic_score_gemma":0.0013643,"domain_scores_codex":[0.9991454,0.0001322952,0.0001754637,0.0001044974,0.0003583851,0.00008399231],"domain_scores_gemma":[0.9977933,0.000350328,0.0002333374,0.0001850195,0.0007841958,0.0006537715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000147799,0.00004187762,0.0008962835,0.001230439,0.0000234355,0.0009022016,0.00008916026,0.00004213046,0.0006850199,0.001313546,0.7813019,0.2133263],"study_design_scores_gemma":[0.00003127587,0.00003632249,0.002160961,0.001144749,0.00001296736,0.002237973,0.00006022398,0.00002320376,0.0003023734,0.001126784,0.9928538,0.00000922811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009879117,0.163029,0.003628542,0.05667099,0.101271,0.001039742,0.01812791,0.002302054,0.6440517],"genre_scores_gemma":[0.05357239,0.1597878,0.00299835,0.01832059,0.07899012,0.0006475648,0.02352685,0.001340834,0.6608155],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3250356,"threshold_uncertainty_score":0.9627548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1818948619","doi":"10.1186/s12987-016-0031-4","title":"Magnesium sulfate treatment for juvenile ferrets following induction of hydrocephalus with kaolin","year":2016,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research; Research Manitoba","keywords":"Juvenile; Hydrocephalus; Neurology; Medicine; Magnesium; Sulfate; Internal medicine; Biology; Surgery; Chemistry; Psychiatry; Ecology","authors":[{"name":"Domenico L. Di Curzio","is_ca":true},{"name":"Emily Turner-Brannen","is_ca":true},{"name":"Xiaoyan Mao","is_ca":true},{"name":"Marc R. Del Bigio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0197916892456985,"gpt":0.2489861462628873,"spread":0.2291944570171888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001600321,0.000489886,0.0006261652,0.0005074075,0.0003430556,0.0002311617,0.0004982228,0.0005351357,0.0007262058],"category_scores_gemma":[0.0002359472,0.0001276244,0.0003343764,0.0001127409,0.0005247071,0.0003270457,0.0002889231,0.0005542432,0.0001816009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004805766,"about_ca_system_score_gemma":0.0005019799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228472,"about_ca_topic_score_gemma":0.004230095,"domain_scores_codex":[0.9998887,0.00001505543,0.00001358314,0.00002077809,0.0000296639,0.00003224469],"domain_scores_gemma":[0.9997345,0.00001811838,0.0001265488,0.00001344373,0.00001928782,0.00008805929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004285134,0.0008237637,0.002445611,0.0002468745,0.0000527226,0.001457351,0.0001620799,0.00009277033,0.9782609,0.00007491498,0.0003872536,0.01171056],"study_design_scores_gemma":[0.0007425302,0.04393331,0.03661602,0.00008317224,0.00019595,0.002804512,0.0003875793,0.0005703522,0.9068657,0.000162301,0.007587377,0.0000513388],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975776,0.0009373459,0.0005404434,0.0001622545,0.00005591517,0.0001403674,0.0001345122,0.00009894423,0.000352606],"genre_scores_gemma":[0.9946879,0.001139626,0.001753834,0.0001166808,0.00004328792,0.0002043795,0.000353827,0.00001812688,0.001682313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001228472,"threshold_uncertainty_score":0.003486872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392343061","doi":"10.1186/s12987-024-00523-x","title":"The proteome of the blood–brain barrier in rat and mouse: highly specific identification of proteins on the luminal surface of brain microvessels by in vivo glycocapture","year":2024,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Barrier Structure and Function Studies","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Proteome; Cell biology; Blood–brain barrier; Biology; Membrane protein; Cell adhesion; Proteomics; In vivo; Chemistry; Cell; Biochemistry; Neuroscience","authors":[{"name":"Tammy‐Lynn Tremblay","is_ca":true},{"name":"Waël Alata","is_ca":true},{"name":"Jacqueline Slinn","is_ca":true},{"name":"Ewa Baumann","is_ca":true},{"name":"Christie E. Delaney","is_ca":true},{"name":"María Moreno","is_ca":true},{"name":"Arsalan S. Haqqani","is_ca":true},{"name":"Danica Stanimirovic","is_ca":true},{"name":"Jennifer J. Hill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007680801750958421,"gpt":0.212586859362657,"spread":0.2049060576116986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003855308,0.0006593604,0.0003073344,0.001073928,0.0002265894,0.0004367501,0.0002891386,0.0004722429,0.0008780877],"category_scores_gemma":[0.000177497,0.0002900607,0.0006480733,0.0004190177,0.0002528074,0.0003199863,0.0003675069,0.0006304195,0.0004767546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002806275,"about_ca_system_score_gemma":0.0002132968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000633679,"about_ca_topic_score_gemma":0.001022767,"domain_scores_codex":[0.9997711,0.00001794396,0.00001628968,0.00009799549,0.00005328863,0.00004343857],"domain_scores_gemma":[0.9997844,0.00002211919,0.00007975628,0.00002290196,0.00003840349,0.00005245681],"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":[0.0001220806,0.00001139682,0.0004969496,0.00003683136,0.00001640719,0.00002475114,0.00001533691,0.00002232996,0.9978632,0.00004045257,0.00004793967,0.001302253],"study_design_scores_gemma":[0.00003649137,0.0004800533,0.07510749,0.00004381797,0.0002300483,0.001020759,0.0000792975,0.001850306,0.9145246,0.0001630871,0.006436588,0.00002751211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694356,0.002683116,0.02176573,0.0002253079,0.00007428668,0.00008933907,0.003875921,0.0004405928,0.001410153],"genre_scores_gemma":[0.9047998,0.005755221,0.06948806,0.0004448571,0.0000564395,0.0003327253,0.01167662,0.0005391286,0.006907171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001073928,"threshold_uncertainty_score":0.002937496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412153709","doi":"10.1186/s12987-025-00688-z","title":"Restoring brain barriers: an innovative approach for treating neurological disorders","year":2025,"lang":"en","type":"review","venue":"Fluids and Barriers of the CNS","topic":"Barrier Structure and Function Studies","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Parkinson's Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Neurology; Medicine; Intensive care medicine; Neuroscience; Psychiatry; Psychology","authors":[{"name":"Sighild Lemarchant","is_ca":false},{"name":"Britta Engelhardt","is_ca":false},{"name":"Francesca Cicchetti","is_ca":true},{"name":"Gregory Bix","is_ca":false},{"name":"Annette Janus","is_ca":false},{"name":"Yann Godfrin","is_ca":false},{"name":"Hélène Blasco","is_ca":false},{"name":"Matthew Campbell","is_ca":false},{"name":"Aurélie de Rus Jacquet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04513475446323979,"gpt":0.3184235514257134,"spread":0.2732887969624736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005385957,0.0009434705,0.001328914,0.002445196,0.0003727898,0.001356344,0.001002906,0.001546523,0.003179999],"category_scores_gemma":[0.0006468848,0.0001926809,0.0006337442,0.001244935,0.0007955396,0.001878442,0.0009942112,0.00277454,0.001547536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000629266,"about_ca_system_score_gemma":0.001074155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008006422,"about_ca_topic_score_gemma":0.001296899,"domain_scores_codex":[0.9997969,0.00004251118,0.00002976182,0.00003494661,0.00007474989,0.00002115112],"domain_scores_gemma":[0.9997631,0.0001216349,0.00003339919,0.00001024222,0.00005033043,0.00002141368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007738716,0.0001229809,0.0001721278,0.02026176,0.0001335295,0.0003281856,0.00008210589,0.0003885991,0.003009711,0.01248722,0.02771889,0.9352175],"study_design_scores_gemma":[0.0000244998,0.000138129,0.00081197,0.006144197,0.0001483658,0.002617829,0.0001045599,0.0001703698,0.001111595,0.007186956,0.981516,0.00002535366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009110411,0.9983908,0.0002428058,0.0004232468,0.0001934855,0.000004096033,0.00001168227,0.000009936957,0.0006328669],"genre_scores_gemma":[0.0008870565,0.9980715,0.0002632601,0.0002218368,0.0001802112,0.000007335111,0.00002150029,0.000001704156,0.000345549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003179999,"threshold_uncertainty_score":0.01063818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393952686","doi":"10.1186/s12987-024-00535-7","title":"Single-cell analysis of mesenchymal cells in permeable neural vasculature reveals novel diverse subpopulations of fibroblasts","year":2024,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Neurogenesis and neuroplasticity mechanisms","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Mesenchymal stem cell; Cell biology; Cell; Neural cell; Neurology; Medicine; Biology; Neuroscience; Computational biology; Pathology; Chemistry; Genetics","authors":[{"name":"William Edward Bastedo","is_ca":true},{"name":"R. Wilder Scott","is_ca":true},{"name":"Martin Arostegui","is_ca":true},{"name":"T. Michael Underhill","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02471612309382793,"gpt":0.2340808274392151,"spread":0.2093647043453871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009887334,0.0001173297,0.0001146462,0.0002952728,0.0001598874,0.0002727115,0.0001001347,0.0001590415,0.0005464598],"category_scores_gemma":[0.00008706975,0.00007512954,0.0001227326,0.0001504757,0.0001694345,0.0001027406,0.0001365253,0.0001926146,0.0002401171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097329,"about_ca_system_score_gemma":0.00009491227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005918378,"about_ca_topic_score_gemma":0.001132889,"domain_scores_codex":[0.9999179,0.000004809272,0.000007539914,0.00003024506,0.00002619464,0.00001329795],"domain_scores_gemma":[0.9999121,0.00001802653,0.00001759775,0.00001293655,0.00001928617,0.00001988527],"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":[0.00001982405,0.000003029472,0.0005978926,0.000009338793,0.000001478115,0.00003813297,0.00002281373,0.00002293797,0.998655,0.00003843069,0.000006782283,0.0005843463],"study_design_scores_gemma":[0.000004933429,0.00008850865,0.0467825,0.00000768814,0.00001993788,0.0006419683,0.0001921775,0.002002616,0.947853,0.00009506474,0.002303075,0.000008562479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864867,0.000605708,0.01095654,0.00001898026,0.00001112632,0.0000297987,0.0005855292,0.00004942092,0.001256175],"genre_scores_gemma":[0.9885798,0.0003303679,0.008496487,0.000030617,0.000006821739,0.00005850664,0.0006775456,0.00001962506,0.001800233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005918378,"threshold_uncertainty_score":0.001828074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405918496","doi":"10.1186/s12987-024-00602-z","title":"Research priorities for improving cognitive and neuropsychological outcomes in hydrocephalus","year":2024,"lang":"en","type":"review","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre","funders":"Rudi Schulte Research Institute","keywords":"Hydrocephalus; Neuropsychology; Quality of life (healthcare); Cognition; Psychological intervention; Psychology; Medicine; Neurocognitive; Clinical psychology; Neurology; Psychiatry; Psychotherapist","authors":[{"name":"Nickolas Dasher","is_ca":false},{"name":"T. Andrew Zabel","is_ca":false},{"name":"María García‐Bonilla","is_ca":false},{"name":"Lauren L. Jantzie","is_ca":false},{"name":"Mark G. Hamilton","is_ca":true},{"name":"Michael A. Williams","is_ca":false},{"name":"Monica Chau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0907837562823076,"gpt":0.4001305946666688,"spread":0.3093468383843612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02558676,0.0009410747,0.002634463,0.002847952,0.001300324,0.003682977,0.002119717,0.004462087,0.005701561],"category_scores_gemma":[0.05359965,0.0004415843,0.002616552,0.002207847,0.001580205,0.007049272,0.002606362,0.006461448,0.001268224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003115853,"about_ca_system_score_gemma":0.03486529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006392336,"about_ca_topic_score_gemma":0.01378474,"domain_scores_codex":[0.9925076,0.004843944,0.0009084144,0.0004089877,0.0008070002,0.0005239475],"domain_scores_gemma":[0.9477213,0.03222475,0.003148044,0.001018645,0.01281751,0.003069816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004815223,0.0006469459,0.0064172,0.04926791,0.0007717855,0.0008701043,0.001746081,0.0008364098,0.000845952,0.01982326,0.07999635,0.8382965],"study_design_scores_gemma":[0.000655268,0.002707452,0.02670691,0.2349712,0.003623957,0.002160226,0.01600259,0.001330071,0.001760688,0.08659476,0.6231447,0.0003422118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002279403,0.7837827,0.003399731,0.2000511,0.006265155,0.0003378296,0.0002547399,0.0001116223,0.00351769],"genre_scores_gemma":[0.02431472,0.9144469,0.01954207,0.03297728,0.006818416,0.0007403092,0.0003708394,0.00002735946,0.0007621331],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02558676,"threshold_uncertainty_score":0.1353173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409412433","doi":"10.1186/s12987-025-00646-9","title":"Erythrocyte-derived extracellular vesicles transcytose across the blood-brain barrier to induce Parkinson’s disease-like neurodegeneration","year":2025,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Centre Hospitalier de l’Université de Montréal; Université Laval; University of Guelph; Centre hospitalier universitaire de Québec","funders":"NIHR Cambridge Biomedical Research Centre; Weston Brain Institute; Huntington's Disease Society of America; Canadian Institutes of Health Research; National Institute for Health and Care Research; Parkinson's Foundation; Fonds de Recherche du Québec - Santé; Michael J. Fox Foundation for Parkinson's Research","keywords":"Neurodegeneration; Extracellular vesicles; Parkinson's disease; Blood–brain barrier; Neurology; Medicine; Disease; Neuroscience; Hematology; Microvesicles; Extracellular; Pathology; Chemistry; Biology; Immunology; Internal medicine; Central nervous system; Biochemistry; Cell biology","authors":[{"name":"Hélèna L. Denis","is_ca":true},{"name":"Aurélie de Rus Jacquet","is_ca":true},{"name":"Melanie Alpaugh","is_ca":true},{"name":"Michel Panisset","is_ca":true},{"name":"Roger A. Barker","is_ca":false},{"name":"Éric Boilard","is_ca":true},{"name":"Francesca Cicchetti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006453328329195289,"gpt":0.2377733295135886,"spread":0.2313200011843933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003722195,0.000251702,0.0004349901,0.0001455343,0.00009834583,0.0003116894,0.0001901738,0.0004556841,0.0006217972],"category_scores_gemma":[0.0001850169,0.0000945165,0.0002900746,0.0001223065,0.0001648405,0.0002337161,0.0002712842,0.0007466129,0.0001771187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002507221,"about_ca_system_score_gemma":0.0001751836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002732578,"about_ca_topic_score_gemma":0.0003443894,"domain_scores_codex":[0.9996806,0.00009075965,0.00003770832,0.00006008683,0.00006605645,0.00006488241],"domain_scores_gemma":[0.9999226,0.00002040693,0.00001762616,0.000009927026,0.00001199151,0.0000173569],"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":[0.0007207709,0.0002799837,0.0002326594,0.0001428846,0.00003114994,0.0001612528,0.00008030102,0.0002201872,0.9944511,0.0005220881,0.0001823406,0.002975225],"study_design_scores_gemma":[0.0001528725,0.005862403,0.002607952,0.00002701732,0.0000779393,0.000486661,0.00005713625,0.001607206,0.9831335,0.0001342004,0.005843604,0.000009529086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937528,0.00184208,0.002856846,0.00008419275,0.0000920801,0.0001321436,0.0002936232,0.00005593805,0.0008903753],"genre_scores_gemma":[0.9954149,0.0009287496,0.001802966,0.00005225341,0.00001229609,0.0001054154,0.0004198195,0.00001217543,0.00125139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006217972,"threshold_uncertainty_score":0.002080142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407041616","doi":"10.1186/s12987-024-00614-9","title":"Age-related cerebral ventriculomegaly occurs in patients with primary ciliary dyskinesia","year":2025,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; McGill University Health Centre; Montreal Children's Hospital; McMaster University","funders":"Institut de science ouverte Tanenbaum; McGill University; National Heart, Lung, and Blood Institute; Stem Cell Network; McGill University Health Centre; American Thoracic Society","keywords":"Primary ciliary dyskinesia; Ventriculomegaly; Medicine; Hydrocephalus; Pathology; Ependymal Cell; Internal medicine; Central nervous system; Biology; Surgery; Genetics; Lung; Pregnancy","authors":[{"name":"Franziska Eisenhuth","is_ca":true},{"name":"Joy E. Agbonze","is_ca":true},{"name":"Adam M.R. Groh","is_ca":true},{"name":"Jesse Klostranec","is_ca":true},{"name":"David A. Rudko","is_ca":true},{"name":"Jo Anne Stratton","is_ca":true},{"name":"Adam J. Shapiro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004213390149901593,"gpt":0.1995089428316192,"spread":0.1952955526817176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002170933,0.0004109845,0.0004582043,0.001076685,0.000440466,0.0003734517,0.0002733376,0.0005300471,0.002006894],"category_scores_gemma":[0.001869357,0.0002180638,0.0002101741,0.0006501553,0.0005406927,0.0003598575,0.0003772448,0.0003798226,0.0002632966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001897693,"about_ca_system_score_gemma":0.0001844985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112384,"about_ca_topic_score_gemma":0.001365605,"domain_scores_codex":[0.9997306,0.00004969072,0.00003589798,0.00008134574,0.0000590277,0.00004342397],"domain_scores_gemma":[0.9989146,0.000282022,0.0005116701,0.00006284437,0.00007581533,0.000152976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002239029,0.00003124424,0.9808245,0.00002434724,0.00003615264,0.01224372,0.0002335749,0.00006970438,0.002714861,0.00004773213,0.0001609332,0.003389446],"study_design_scores_gemma":[0.000008322478,0.0001543492,0.9618042,0.00001082939,0.00002683953,0.03706645,0.000194035,0.0001251036,0.0003234989,0.00007410836,0.0002062269,0.00000605778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987963,0.0003677424,0.00009384628,0.00003300336,0.000006980062,0.000004974819,0.00005610914,0.00001051428,0.0006304554],"genre_scores_gemma":[0.9996927,0.0001001805,0.00005058306,0.00001641886,0.00001536584,0.000002654365,0.00006036399,0.00000134755,0.00006044504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002006894,"threshold_uncertainty_score":0.006713688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392756970","doi":"10.1186/s12987-024-00522-y","title":"Freezing of gait in idiopathic normal pressure hydrocephalus","year":2024,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Brain Institute; Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Hyperintensity; Internal medicine; Neurology; Cohort; Dementia; Gait; Tinetti test; Normal pressure hydrocephalus; Cardiology; Disease; Magnetic resonance imaging; Physical therapy; Radiology","authors":[{"name":"Carl-Johan Kihlstedt","is_ca":false},{"name":"Jan Malm","is_ca":false},{"name":"Alfonso Fasano","is_ca":true},{"name":"David Bäckström","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01105090096188903,"gpt":0.2357778318810613,"spread":0.2247269309191723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002982461,0.0002527319,0.0002721987,0.000855206,0.0003071103,0.0002182672,0.0001609497,0.0001732812,0.00064798],"category_scores_gemma":[0.001158198,0.00007953151,0.0001276482,0.0004442554,0.000332116,0.0001879099,0.0003242717,0.0001473456,0.00006767306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424278,"about_ca_system_score_gemma":0.0002132075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001680596,"about_ca_topic_score_gemma":0.001777749,"domain_scores_codex":[0.9998605,0.00003436987,0.00002104925,0.00002326806,0.00003346954,0.00002723432],"domain_scores_gemma":[0.9995029,0.00009311975,0.0002639685,0.00001584903,0.00005151106,0.0000727556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003603061,0.00004036597,0.9842673,0.00007375716,0.00002626088,0.001738312,0.0002425659,0.00008241618,0.001683303,0.00001905823,0.00016057,0.01130592],"study_design_scores_gemma":[0.000009404036,0.0003467024,0.9879386,0.00002689677,0.0000262739,0.01056344,0.0002654362,0.0001599861,0.0003572089,0.00006534166,0.0002357293,0.000005011871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993212,0.0003585123,0.00006247278,0.00001126957,0.000003934441,0.000006198032,0.0000387591,0.000002360418,0.0001952186],"genre_scores_gemma":[0.9996151,0.000183295,0.00008833306,0.000007579787,0.00000748568,0.000003499005,0.00006767345,5.601212e-7,0.00002643603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001680596,"threshold_uncertainty_score":0.003341675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1904446208","doi":"10.1186/s12987-015-0020-z","title":"Hepatocyte growth factor in cerebrospinal fluid differentiates community-acquired or nosocomial septic meningitis from other causes of pleocytosis","year":2015,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Liver physiology and pathology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Engineering Link (Canada)","funders":"Forskningsrådet i Sydöstra Sverige","keywords":"Meningitis; Medicine; Cerebrospinal fluid; Aseptic meningitis; Hepatocyte growth factor; Internal medicine; Viral meningitis; Immunology; Pathology; Gastroenterology; Receptor; Surgery; Bacterial meningitis","authors":[{"name":"Amir Ramezani","is_ca":false},{"name":"Katarina Nägga","is_ca":false},{"name":"Oskar Hansson","is_ca":false},{"name":"Johanna Lönn","is_ca":false},{"name":"Johanna Sjöwall","is_ca":false},{"name":"Fateme Katoozian","is_ca":false},{"name":"Sepahdar Mansouri","is_ca":true},{"name":"Fariba Nayeri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04342835915395169,"gpt":0.2735761032292025,"spread":0.2301477440752508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004204594,0.0003422487,0.0002953077,0.001482965,0.0002470208,0.000451276,0.0001586651,0.0003516161,0.0008088062],"category_scores_gemma":[0.001691613,0.0001110569,0.0001726838,0.0004326251,0.0003477747,0.0002015542,0.0003244989,0.0001926618,0.0002281275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001610383,"about_ca_system_score_gemma":0.0001845045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007010408,"about_ca_topic_score_gemma":0.0009043774,"domain_scores_codex":[0.999756,0.00006602175,0.00004990508,0.00002967275,0.00005239972,0.00004595008],"domain_scores_gemma":[0.9993696,0.0001833195,0.0001684657,0.00001933193,0.0001096332,0.0001496984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007509937,0.00007327712,0.9648352,0.0001062735,0.00004028464,0.001713466,0.0002358735,0.00005251984,0.02292932,0.00002141022,0.0001497154,0.009091605],"study_design_scores_gemma":[0.00002925179,0.0006189289,0.9787837,0.00005182935,0.00004065099,0.01175833,0.0005971159,0.000489816,0.007119987,0.00005871561,0.0004414036,0.00001013275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984432,0.0008883343,0.0001819709,0.00002000798,0.00001003215,0.00001177527,0.00004385662,0.000008645095,0.0003922652],"genre_scores_gemma":[0.9994691,0.0001626144,0.0002237245,0.00001380341,0.00001021895,0.000006035316,0.0000680394,9.748545e-7,0.00004535886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001482965,"threshold_uncertainty_score":0.002705693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805816152","doi":"10.1186/s12987-018-0099-0","title":"Nimodipine treatment does not benefit juvenile ferrets with kaolin-induced hydrocephalus","year":2018,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Hydrocephalus Association; University of Manitoba","keywords":"Nimodipine; Ventriculomegaly; Medicine; Hydrocephalus; Corpus callosum; Anesthesia; White matter; Brain damage; Internal medicine; Pathology; Surgery; Magnetic resonance imaging; Biology; Radiology; Fetus; Calcium","authors":[{"name":"Domenico L. Di Curzio","is_ca":true},{"name":"Xiaoyan Mao","is_ca":true},{"name":"Aidan Baker","is_ca":true},{"name":"Marc R. Del Bigio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01816069141256932,"gpt":0.2482802544492821,"spread":0.2301195630367127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009003597,0.0003007236,0.0005081894,0.0002101105,0.0001692131,0.0002522069,0.0003121146,0.0004617815,0.0008520453],"category_scores_gemma":[0.0002266413,0.00008083641,0.0002211813,0.00004912745,0.0003365578,0.0004063193,0.0001270682,0.0006891044,0.0001805244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003260684,"about_ca_system_score_gemma":0.0002710391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007321223,"about_ca_topic_score_gemma":0.002500872,"domain_scores_codex":[0.9999331,0.000006293445,0.000007552206,0.00001892139,0.00001521484,0.00001893077],"domain_scores_gemma":[0.999781,0.0000270773,0.00006438439,0.00001623571,0.00001759616,0.00009369044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0007323803,0.0001873869,0.0007232623,0.00007652687,0.00001754969,0.000481732,0.00004283959,0.00003366394,0.9936161,0.00004002361,0.0001453393,0.003903209],"study_design_scores_gemma":[0.0002154151,0.01100581,0.02783534,0.00003788867,0.0001228639,0.001835434,0.0002178673,0.0006274331,0.9519119,0.0001420028,0.006022505,0.00002559154],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997561,0.0008918269,0.0004406442,0.0001435333,0.000057676,0.00004237414,0.0001937229,0.00008269644,0.0005865761],"genre_scores_gemma":[0.9949457,0.0009153477,0.001036278,0.0001525833,0.00003408208,0.0001008711,0.0003764774,0.00002192377,0.002416867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008520453,"threshold_uncertainty_score":0.002850413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378470736","doi":"10.1186/s12987-023-00437-0","title":"Mouse embryonic stem cell-derived blood–brain barrier model: applicability to studying antibody triggered receptor mediated transcytosis","year":2023,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Barrier Structure and Function Studies","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Transcytosis; Blood–brain barrier; Cell biology; Stem cell; Tight junction; Induced pluripotent stem cell; Biology; Endothelial stem cell; Embryonic stem cell; Receptor; Drug delivery to the brain; In vitro; Neuroscience; Endocytosis; Biochemistry","authors":[{"name":"Anna Jezierski","is_ca":true},{"name":"Jez Huang","is_ca":true},{"name":"Arsalan S. Haqqani","is_ca":true},{"name":"Julie Haukenfrers","is_ca":true},{"name":"Ziying Liu","is_ca":true},{"name":"Ewa Baumann","is_ca":true},{"name":"Caroline Sodja","is_ca":true},{"name":"Claudie Charlebois","is_ca":true},{"name":"Christie E. Delaney","is_ca":true},{"name":"Alexandra T. Star","is_ca":true},{"name":"Qing Liu","is_ca":true},{"name":"Danica Stanimirovic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0249029631069974,"gpt":0.2550741029848799,"spread":0.2301711398778825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005360579,0.000651182,0.0003889044,0.0005238294,0.0001298587,0.0004403577,0.0003217238,0.0006183759,0.0005338905],"category_scores_gemma":[0.0002460557,0.0001882756,0.0003366428,0.0002620351,0.0002489155,0.000393076,0.0002435689,0.0007352256,0.0002540464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571832,"about_ca_system_score_gemma":0.0001304153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005495046,"about_ca_topic_score_gemma":0.0004223988,"domain_scores_codex":[0.9997289,0.00006407606,0.00004041851,0.00006287519,0.00006261705,0.00004115516],"domain_scores_gemma":[0.9998134,0.00005414496,0.00005085663,0.00002635367,0.00003095853,0.00002432087],"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":[0.00002055734,0.00001532553,0.00005903186,0.00001987536,0.000002312101,0.00001953324,0.000008093009,0.00005838815,0.9994454,0.00004834227,0.00000656876,0.0002965297],"study_design_scores_gemma":[0.000003406946,0.0002229022,0.0009296091,0.000003959665,0.00001524302,0.0001043109,0.0000114232,0.001209253,0.9968284,0.00004003642,0.000627669,0.000003828101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945622,0.003399583,0.04880418,0.00009034362,0.0000481479,0.0001486716,0.0006264743,0.000218315,0.001042301],"genre_scores_gemma":[0.9628572,0.002963135,0.0315461,0.00005128542,0.00001202661,0.0002009904,0.0008845896,0.00005215458,0.00143243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000651182,"threshold_uncertainty_score":0.002834976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412577956","doi":"10.1186/s12987-025-00689-y","title":"Neuroprotective role of pyrroloquinoline quinone in folate deficiency-induced blood-brain barrier disruption","year":2025,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Blood–brain barrier; Pyrroloquinoline quinone; Neuroinflammation; Neuroprotection; Oxidative stress; Chemistry; Biology; Inflammation; Biochemistry; Pharmacology; Endocrinology; Immunology; Central nervous system","authors":[{"name":"Sara Aboulhassane","is_ca":true},{"name":"Vishal Sangha","is_ca":true},{"name":"Md. Tozammel Hoque","is_ca":true},{"name":"Reina Bendayan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008252365061782292,"gpt":0.2700075978139483,"spread":0.2617552327521661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001566916,0.0002837375,0.0005184734,0.0002006901,0.0001600062,0.0002159974,0.0002657474,0.0003345706,0.001161469],"category_scores_gemma":[0.0001223082,0.00009981813,0.0003072889,0.0001116416,0.0001942395,0.0002493247,0.0001565547,0.0005220977,0.0001665826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195456,"about_ca_system_score_gemma":0.000247006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014691,"about_ca_topic_score_gemma":0.002018453,"domain_scores_codex":[0.9999312,0.00001521447,0.000007033498,0.00001445715,0.0000106544,0.00002146881],"domain_scores_gemma":[0.9999458,0.000006916727,0.00001378835,0.000004696689,0.0000129335,0.00001587621],"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":[0.00274034,0.0002873183,0.0004642419,0.0006740091,0.00005607351,0.0003883352,0.00007266104,0.0001745721,0.9825632,0.0002614741,0.0004248392,0.01189286],"study_design_scores_gemma":[0.0003294972,0.006043997,0.01103951,0.00007965496,0.0001814404,0.0007352257,0.0001373042,0.001582999,0.9722188,0.0002601948,0.007370587,0.00002072458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643283,0.02993873,0.002633427,0.0004491172,0.0001526418,0.00007312933,0.0005168299,0.0001574672,0.001750338],"genre_scores_gemma":[0.9919779,0.005526329,0.001092354,0.0001001842,0.00001835519,0.00003625658,0.0003083568,0.000005848688,0.000934393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0014691,"threshold_uncertainty_score":0.003885448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312190515","doi":"10.1186/s12987-022-00400-5","title":"Bacterial ribosomal RNA detection in cerebrospinal fluid using a viromics approach","year":2022,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":4,"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":"European Research Council; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; ZonMw; European Commission","keywords":"Neisseria meningitidis; Streptococcus pneumoniae; Pathogen; Ribosomal RNA; Listeria monocytogenes; Biology; Microbiology; Haemophilus influenzae; Meningitis; Virology; Bacteria; Medicine; Antibiotics; Gene; Genetics","authors":[{"name":"Cormac M. Kinsella","is_ca":false},{"name":"Arthur W. D. Edridge","is_ca":false},{"name":"Ingeborg E. van Zeggeren","is_ca":false},{"name":"Martin Deijs","is_ca":false},{"name":"Diederik van de Beek","is_ca":false},{"name":"Matthijs C. Brouwer","is_ca":false},{"name":"Lia van der Hoek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01124446932045598,"gpt":0.2157154421622292,"spread":0.2044709728417732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009884494,0.0008436494,0.0006125093,0.001388785,0.0003099842,0.0009532529,0.0003489541,0.0006282135,0.0005886135],"category_scores_gemma":[0.001272216,0.0003103367,0.0006966833,0.0006690552,0.0004597404,0.0003800189,0.0005498742,0.000397905,0.0006376651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756552,"about_ca_system_score_gemma":0.0003884218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000426604,"about_ca_topic_score_gemma":0.0007309999,"domain_scores_codex":[0.9990808,0.0002447429,0.00006608824,0.000258521,0.0002787,0.00007117624],"domain_scores_gemma":[0.9995232,0.000174132,0.00009884342,0.00004141013,0.0001290608,0.00003334402],"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":[0.0002216062,0.00006247716,0.01176821,0.0001708841,0.00006728464,0.00004365853,0.00006626386,0.0006169283,0.9699095,0.00004527456,0.00006315221,0.0169647],"study_design_scores_gemma":[0.00002013608,0.001361421,0.04428997,0.00005647127,0.0002535167,0.001156126,0.0001728588,0.01600044,0.9346731,0.0003147412,0.001635184,0.00006597144],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320785,0.003755479,0.06094938,0.0001679912,0.00006161425,0.0001802848,0.00103933,0.0004778925,0.001289423],"genre_scores_gemma":[0.8734293,0.002265158,0.1215842,0.0002057463,0.00005340993,0.000212968,0.001400678,0.00007463735,0.0007738936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001388785,"threshold_uncertainty_score":0.005227506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405257460","doi":"10.1186/s12987-024-00596-8","title":"Abstracts from Hydrocephalus 2024: The 16th Meeting of the Hydrocephalus Society","year":2024,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"School of Medicine and Public Health, University of Wisconsin-Madison; Wallenberg Centre for Molecular and Translational Medicine; UK Dementia Research Institute; Soochow University; Göteborgs Universitet; Uppsala Universitet; Sahlgrenska Universitetssjukhuset; Chang Gung Memorial Hospital, Linkou; Universidade de São Paulo; Chang Gung University; Sahlgrenska Akademin; Centre Hospitalier Universitaire de Québec; Chang Gung Medical Foundation; University College London; Universidade Federal do Rio de Janeiro; Universidade Federal de Minas Gerais; Université Laval; University of Wisconsin-Madison","keywords":"Hydrocephalus; Neurology; Medicine; Neurosurgery; Internal medicine; Pathology; Surgery; Psychiatry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01274099115925379,"gpt":0.2378047790253295,"spread":0.2250637878660757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002332546,0.001475424,0.001471234,0.007203535,0.0009115348,0.002646255,0.000990473,0.001930949,0.07753085],"category_scores_gemma":[0.005008735,0.0003168215,0.001254194,0.003355475,0.0005957005,0.002014386,0.002450101,0.00131572,0.02417462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001616156,"about_ca_system_score_gemma":0.003942741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909489,"about_ca_topic_score_gemma":0.003109755,"domain_scores_codex":[0.9986702,0.0002199161,0.0003788841,0.0001208319,0.000485008,0.0001250741],"domain_scores_gemma":[0.9969181,0.0004661645,0.0004706002,0.00005734167,0.001414986,0.0006728955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002219244,0.00002925459,0.001268214,0.009307901,0.00009251903,0.0008815561,0.0001701106,0.00003937132,0.0009608217,0.0003851913,0.8026298,0.1840133],"study_design_scores_gemma":[0.00004042174,0.00006218435,0.003473563,0.009063073,0.00009572787,0.001662963,0.0001995646,0.00003059886,0.0002500546,0.0004194405,0.9846838,0.00001863436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005057618,0.7222656,0.0007577222,0.05728518,0.1355535,0.0005580253,0.003964435,0.0002625558,0.07429528],"genre_scores_gemma":[0.02318934,0.7391109,0.001100155,0.02007235,0.1029592,0.0005310475,0.006464432,0.0002086103,0.1063639],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07753085,"threshold_uncertainty_score":0.2593666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401908595","doi":"10.1186/s12987-024-00566-0","title":"Regulation of folate transport at the mouse arachnoid barrier","year":2024,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Folate and B Vitamins Research","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":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Choroid plexus; Solute carrier family; Blood–brain barrier; Cell biology; Organic cation transport proteins; Biology; Tight junction; Transporter; ATP-binding cassette transporter; Membrane transport protein; Transport protein; Folate receptor; Downregulation and upregulation; Molecular biology; Chemistry; Biochemistry; Central nervous system; Gene; Endocrinology; Genetics; Cancer cell","authors":[{"name":"Vishal Sangha","is_ca":true},{"name":"Sara Aboulhassane","is_ca":true},{"name":"Reina Bendayan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01078901755516684,"gpt":0.2597228402184585,"spread":0.2489338226632917,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002364413,0.0004527921,0.0003236971,0.0007318478,0.0003601271,0.0004590415,0.0004268649,0.0004604646,0.001415445],"category_scores_gemma":[0.000107673,0.0002572101,0.0004672494,0.000309088,0.0004935826,0.0004971384,0.0003187022,0.0009724638,0.000680413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005766986,"about_ca_system_score_gemma":0.0003245076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001319058,"about_ca_topic_score_gemma":0.001712007,"domain_scores_codex":[0.9995505,0.00004674604,0.00005163501,0.0001329779,0.0001201234,0.00009801228],"domain_scores_gemma":[0.9997222,0.00002292312,0.00009165692,0.00002914739,0.00005070763,0.00008340468],"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":[0.0001107522,0.00001739539,0.0002051697,0.00003717772,0.000003897104,0.00005469114,0.0000233281,0.00001579985,0.9989379,0.00009466396,0.00001927374,0.0004799403],"study_design_scores_gemma":[0.00001460837,0.0001802429,0.005041782,0.00001599666,0.00002750309,0.0002857948,0.00008576307,0.0004244189,0.9910614,0.0000597056,0.002796446,0.000006232375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827849,0.004593649,0.008516353,0.0001962274,0.00005874691,0.00006906108,0.00142125,0.0002499077,0.002109916],"genre_scores_gemma":[0.9800994,0.003162577,0.009173782,0.0001066027,0.00001769683,0.0001375161,0.00128745,0.00008112098,0.005933962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001415445,"threshold_uncertainty_score":0.004735112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406342554","doi":"10.1186/s12987-024-00617-6","title":"In vivo brain delivery of BBB-enabled iduronate 2-sulfatase in rats","year":2025,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"In vivo; Blood–brain barrier; Transcytosis; Albumin; Enzyme replacement therapy; Pharmacology; Human serum albumin; Fusion protein; Medicine; Pathology; Chemistry; Receptor; Internal medicine; Biology; Biochemistry; Central nervous system; Recombinant DNA","authors":[{"name":"Willard J. Costain","is_ca":true},{"name":"Arsalan S. Haqqani","is_ca":true},{"name":"Greg Hussack","is_ca":true},{"name":"Henk van Faassen","is_ca":true},{"name":"Étienne Lessard","is_ca":true},{"name":"Binbing Ling","is_ca":true},{"name":"Eric Brunette","is_ca":true},{"name":"Dao Ly","is_ca":true},{"name":"Hung Fang","is_ca":true},{"name":"Jennyfer Bultinck","is_ca":false},{"name":"Steven Geysens","is_ca":false},{"name":"Gwenda Pynaert","is_ca":false},{"name":"Kathleen Piens","is_ca":false},{"name":"Stefan Ryckaert","is_ca":false},{"name":"Franck Fudalej","is_ca":false},{"name":"Wouter Vervecken","is_ca":false},{"name":"Danica Stanimirovic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008312358525953727,"gpt":0.2709755673608728,"spread":0.2626632088349191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002724586,0.0008635963,0.0003868869,0.0005305414,0.0001653681,0.0003546877,0.0002442298,0.0003902449,0.0009620247],"category_scores_gemma":[0.0001097998,0.0001933595,0.0004045316,0.0002380644,0.0003586528,0.0003892519,0.0001484378,0.000831737,0.0004279199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004922464,"about_ca_system_score_gemma":0.0004519726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001989052,"about_ca_topic_score_gemma":0.001674794,"domain_scores_codex":[0.9998302,0.00001738144,0.0000106059,0.00005842138,0.00003369129,0.00004964229],"domain_scores_gemma":[0.9998302,0.00001897227,0.00005830317,0.00002043495,0.00002480584,0.00004724971],"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":[0.001005134,0.0003557914,0.0001698099,0.00004535579,0.0000225532,0.00007158532,0.00003895989,0.000229371,0.9947525,0.0001250893,0.0001212027,0.003062534],"study_design_scores_gemma":[0.00004219337,0.00377681,0.0007379091,0.000003784988,0.00003551859,0.00009518539,0.00002353774,0.0009018399,0.9932846,0.00003404537,0.00105798,0.000006563553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900022,0.0009879426,0.006367575,0.0001263776,0.00008797403,0.0001007024,0.0007999443,0.0003414332,0.001185931],"genre_scores_gemma":[0.9852837,0.001389985,0.006336311,0.00006015409,0.0000222767,0.0001709302,0.0007594355,0.00005540523,0.005921807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001989052,"threshold_uncertainty_score":0.003955007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416815526","doi":"10.1186/s12987-025-00732-y","title":"The duality of the BBB: breaking the myth of the blood-brain barrier breakdown","year":2025,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Barrier Structure and Function Studies","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Context (archaeology); Confusion; Multicellular organism; Philosophy of science; Action (physics); Mythology; Dual (grammatical number); Focus (optics); Interpretation (philosophy)","authors":[{"name":"Frédéric Calon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008562484434733212,"gpt":0.2360493357727117,"spread":0.2274868513379785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009382213,0.00127184,0.001205864,0.001929568,0.003185981,0.01266154,0.003886344,0.01119686,0.01174711],"category_scores_gemma":[0.03446959,0.0004845211,0.001230226,0.001084126,0.01419855,0.01440255,0.005997444,0.02657741,0.01003712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00475068,"about_ca_system_score_gemma":0.007714288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004422998,"about_ca_topic_score_gemma":0.005779142,"domain_scores_codex":[0.9940867,0.003064189,0.0003891409,0.0007476365,0.001222097,0.0004900668],"domain_scores_gemma":[0.9789417,0.01162591,0.001307322,0.0006620783,0.005495226,0.001967778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009885825,0.00006128621,0.0005237193,0.001091713,0.00003480144,0.0003881337,0.003245147,0.0001930074,0.0004931744,0.1372952,0.7856184,0.07095664],"study_design_scores_gemma":[0.00001609369,0.00006384626,0.000406284,0.002906781,0.00002251716,0.000463262,0.003912712,0.000190972,0.000469557,0.08882401,0.902649,0.00007487848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.000501858,0.06621879,0.003146557,0.8570196,0.0649755,0.0000406594,0.00007990494,0.0001179793,0.007899202],"genre_scores_gemma":[0.03031194,0.2016085,0.01201428,0.6375528,0.08100577,0.0003042185,0.0002680043,0.0003537522,0.03658079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01266154,"threshold_uncertainty_score":0.04961848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2197659043","doi":"10.1186/2045-8118-12-s1-o10","title":"Attitudes regarding endoscopic third ventriculostomy and choroid plexus coagulation (ETV+CPC) and the effect of training at CURE Children's Hospital, Uganda among North American pediatric neurosurgeons","year":2015,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","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 Toronto","funders":"","keywords":"Medicine; Endoscopic third ventriculostomy; Choroid plexus; Neurosurgery; Ventriculostomy; General surgery; Hydrocephalus; Surgery; Internal medicine","authors":[{"name":"Jay Riva-Cambrin","is_ca":false},{"name":"Heather Spader","is_ca":false},{"name":"Abhaya V. Kulkarni","is_ca":true},{"name":"Benjamin C. Warf","is_ca":false},{"name":"John Mugamba","is_ca":false},{"name":"Peter Ssenyonga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008919382524028397,"gpt":0.224056701581812,"spread":0.2151373190577836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001667005,0.0001460851,0.0001842495,0.0006783841,0.001070749,0.00111055,0.0004306946,0.0005590764,0.002055388],"category_scores_gemma":[0.009517859,0.0002476431,0.0002735036,0.0007039124,0.001487702,0.001029657,0.0008718282,0.001274751,0.0002278975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546153,"about_ca_system_score_gemma":0.001716585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02401613,"about_ca_topic_score_gemma":0.04389954,"domain_scores_codex":[0.9987864,0.0004099161,0.00009911837,0.00008211709,0.0003192947,0.0003031782],"domain_scores_gemma":[0.9896709,0.002455446,0.004435623,0.000154327,0.001014709,0.002269024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009058614,0.0003888343,0.9724067,0.00005411767,0.00002040305,0.0002923342,0.01902733,0.00005028016,0.0002212658,0.0001221875,0.0003884716,0.006937573],"study_design_scores_gemma":[0.000006182773,0.0002933563,0.9550754,0.00007978948,0.0000118423,0.0002485199,0.04333225,0.00008638867,0.00007325149,0.00003804857,0.0007426388,0.00001226027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988073,0.0001129097,0.00001236261,0.0003038227,0.000007820062,0.000005059727,0.0000100633,5.761103e-7,0.0007401214],"genre_scores_gemma":[0.9990916,0.0002744593,0.0000371099,0.0002099724,0.000009426171,0.000009439837,0.00001654591,9.699311e-7,0.0003503368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02401613,"threshold_uncertainty_score":0.04775268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200301451","doi":"10.1186/s12987-021-00293-w","title":"Abstracts from Hydrocephalus 2021: The Thirteenth Meeting of the International Society for Hydrocephalus and Cerebrospinal Fluid Disorders","year":2021,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","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 Calgary; University of Saskatchewan","funders":"Sahlgrenska Akademin; UK Dementia Research Institute; Uppsala Universitet; Göteborgs Universitet; Sahlgrenska Universitetssjukhuset","keywords":"Hydrocephalus; Cerebrospinal fluid; Medicine; Neurology; Pathology; Psychiatry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01097152266443391,"gpt":0.2336072936874529,"spread":0.222635771023019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008077653,0.0007669338,0.0005630854,0.002053275,0.0006897923,0.0009520965,0.0004952552,0.0005767371,0.03503031],"category_scores_gemma":[0.0009382841,0.0001870995,0.0004833685,0.0008038676,0.0003689626,0.0005432938,0.001267465,0.0006664812,0.01089942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008168035,"about_ca_system_score_gemma":0.001369132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002078718,"about_ca_topic_score_gemma":0.003479016,"domain_scores_codex":[0.9996347,0.00004949102,0.00008826482,0.00004615786,0.0001175055,0.00006377193],"domain_scores_gemma":[0.9991928,0.000070826,0.0001593699,0.00002603178,0.0003013384,0.0002495994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006358333,0.0001651374,0.07513487,0.002210586,0.0001586255,0.005852043,0.000271107,0.000113325,0.003582712,0.0004940827,0.6526575,0.2587242],"study_design_scores_gemma":[0.0001248022,0.000454715,0.2386625,0.003611393,0.000185291,0.02428139,0.000528831,0.000316726,0.002373434,0.0006753603,0.7287316,0.00005390101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2938555,0.3160747,0.004533,0.05683501,0.0794526,0.002040358,0.02477513,0.000988378,0.2214455],"genre_scores_gemma":[0.420756,0.227532,0.003336451,0.008178647,0.06251326,0.0008690194,0.03475044,0.0004454253,0.2416189],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9649697,"threshold_uncertainty_score":0.117188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}