{"meta":{"query_hash":"e725628d008e","filters":{"venue":"Fluids and Barriers of the CNS"},"cohort_total":59,"direct_labels_cover":0,"predictions_cover":59,"exported":59,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/e725628d008e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Fluids+and+Barriers+of+the+CNS"},"results":[{"id":"W1623577892","doi":"10.1186/2045-8118-12-s1-i1","title":"Hydrocephalus 2015, The 7th Annual Meeting of the International Society for Hydrocephalus and CSF Disorders (ISHCSF)","year":2015,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Foothills Medical Centre","funders":"","keywords":"Hydrocephalus; Neurology; Medicine; Neurosurgery; Pathology; Intensive care medicine; Psychiatry","score_opus":0.01479856431847191,"score_gpt":0.25287410360684376,"score_spread":0.23807553928837186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1623577892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98495483,0.0010244604,0.000076632175,0.009507156,0.0009440488,0.00053306494,0.00030498632,0.000022327155,0.002632503],"genre_scores_gemma":[0.99743885,0.00022063933,0.00006967928,0.0011739427,0.00014023011,0.000018305107,0.0000016482053,0.000021557378,0.0009151729],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99843305,0.00006612259,0.00033416043,0.0003516404,0.00052197505,0.00029301966],"domain_scores_gemma":[0.99896026,0.00023047693,0.00019302734,0.0003566019,0.000117444724,0.00014221949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006288768,0.00020279257,0.00023652554,0.000027436095,0.0004966067,0.000058990507,0.000919452,0.00008714711,0.000013457777],"category_scores_gemma":[0.0011401508,0.000106672764,0.00028823948,0.00022403664,0.0009585978,0.00020548908,0.0005919787,0.00018579868,7.866405e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086874,0.00031850018,0.033173922,0.00039681702,0.0003923062,0.0000014196514,0.037680645,0.0008905368,0.5945441,0.015539146,0.30948132,0.0067125657],"study_design_scores_gemma":[0.012365014,0.0017399124,0.014232055,0.00064022135,0.00086726807,0.00021447708,0.02509347,0.12029013,0.5098755,0.050611455,0.26228032,0.0017902036],"about_ca_topic_score_codex":0.00010007335,"about_ca_topic_score_gemma":0.0000436143,"teacher_disagreement_score":0.11939959,"about_ca_system_score_codex":0.000038466143,"about_ca_system_score_gemma":0.00017295356,"threshold_uncertainty_score":0.4349989},"labels":[],"label_agreement":null},{"id":"W1730770235","doi":"10.1186/2045-8118-12-s1-p49","title":"Calcium antagonism effects on cerebral blood flow in rats with acute hydrocephalus","year":2015,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Cerebral blood flow; Antagonism; Hydrocephalus; Medicine; Calcium; Ventriculomegaly; Neurology; Blood flow; Neuroscience; Cardiology; Internal medicine; Anesthesia; Biology; Surgery; Pregnancy","score_opus":0.012997587018995903,"score_gpt":0.24266953257919027,"score_spread":0.22967194556019438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1730770235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99659264,0.00039528622,0.000017505816,0.0012021048,0.0002343951,0.0003153984,0.00001452529,0.000017538849,0.0012106168],"genre_scores_gemma":[0.9986953,0.000014489609,0.00021668329,0.0007165796,0.000078658966,0.000011721409,0.000004033111,0.0000140491975,0.000248452],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99915147,0.0000683425,0.00014652972,0.00019927262,0.00025434713,0.00018002641],"domain_scores_gemma":[0.99939847,0.00004919546,0.000038873157,0.00030147212,0.000025603887,0.00018639519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017665976,0.00013976752,0.00028878215,0.00004604671,0.00005716202,0.00001037558,0.00010886543,0.00006190522,0.000008626958],"category_scores_gemma":[0.00008985015,0.00007704039,0.00007265022,0.00014624214,0.00015922221,0.00004985425,0.000035390036,0.00016489407,0.000001976379],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016478175,0.0022763188,0.44630992,0.0032600656,0.0057626776,0.002665012,0.029381815,0.00024908147,0.40964612,0.0053844783,0.046249207,0.032337103],"study_design_scores_gemma":[0.012179138,0.004245748,0.069028534,0.00075348193,0.0009588707,0.000431829,0.0004215492,0.0006678478,0.90900874,0.00066222437,0.0013087952,0.00033323432],"about_ca_topic_score_codex":0.000019382825,"about_ca_topic_score_gemma":0.0000066368857,"teacher_disagreement_score":0.49936262,"about_ca_system_score_codex":0.000013635244,"about_ca_system_score_gemma":0.00010387388,"threshold_uncertainty_score":0.31416163},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.019791689245698504,"score_gpt":0.24898614626288734,"score_spread":0.22919445701718882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1818948619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99784094,0.00012039361,0.0001962627,0.0006779164,0.0003239181,0.00034123464,0.00007050373,0.000018176108,0.00041064643],"genre_scores_gemma":[0.99837697,0.000025593223,0.00008032932,0.000048364065,0.000054359003,0.000024958415,6.63888e-7,0.00001831536,0.0013704743],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906075,0.000036417052,0.00021919749,0.000275964,0.00018664922,0.00022102971],"domain_scores_gemma":[0.9994512,0.00007912403,0.00009534789,0.0002475622,0.000030838484,0.0000959299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010872579,0.00015179394,0.00025171132,0.00005170447,0.00020866033,0.000011720778,0.00017180646,0.0000560664,0.000032612534],"category_scores_gemma":[0.00012646097,0.000073762836,0.00014752352,0.0001423508,0.00020485834,0.00013349167,0.000047108464,0.000032286596,0.0000013207324],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027663066,0.000041025447,0.0018878266,0.0000362701,0.00001621868,0.000002067477,0.00028608952,0.000005838927,0.9933495,0.00090291444,0.000118692566,0.003076952],"study_design_scores_gemma":[0.0023326536,0.0012416037,0.001823478,0.0000830746,0.00010844393,0.000026512647,0.000075602984,0.00016665744,0.9912926,0.0008224541,0.0018786071,0.00014834489],"about_ca_topic_score_codex":0.000050889914,"about_ca_topic_score_gemma":0.000018360251,"teacher_disagreement_score":0.0029286072,"about_ca_system_score_codex":0.000043280477,"about_ca_system_score_gemma":0.000070888076,"threshold_uncertainty_score":0.30079612},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.04342835915395169,"score_gpt":0.2735761032292025,"score_spread":0.23014774407525082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1904446208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99878806,0.00019894629,0.000011655433,0.00018129499,0.00017828746,0.00020042078,0.00032032587,0.000012871723,0.00010815086],"genre_scores_gemma":[0.9994649,0.000031064068,0.00013975665,0.00018075478,0.00005860797,0.00000913628,0.00001774068,0.000014953559,0.0000830698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989763,0.0003291117,0.00026614888,0.00013532951,0.000119394375,0.00017370837],"domain_scores_gemma":[0.99924004,0.00016964311,0.00009335243,0.0003038596,0.00006949046,0.00012362962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012596433,0.00014781127,0.00048260918,0.000059709284,0.000088299894,0.0000046456767,0.0001878164,0.00014513702,0.0002498409],"category_scores_gemma":[0.00021469775,0.00009051628,0.00008828999,0.000102832055,0.00040933065,0.0000527506,0.00016381,0.00017772065,0.0000021280175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014995754,0.00010883434,0.6730582,0.000081999686,0.00018008219,0.0000066643393,0.0071890755,7.535895e-7,0.31729245,0.0000828059,0.00045342697,0.000046144793],"study_design_scores_gemma":[0.0044079563,0.0014948134,0.71035177,0.0002718845,0.00022594265,0.000018862685,0.0017489258,0.000103878716,0.27986443,0.001244069,0.00009127958,0.0001762241],"about_ca_topic_score_codex":0.0017253594,"about_ca_topic_score_gemma":0.00029570158,"teacher_disagreement_score":0.037428033,"about_ca_system_score_codex":0.000025834059,"about_ca_system_score_gemma":0.00010782765,"threshold_uncertainty_score":0.36911467},"labels":[],"label_agreement":null},{"id":"W1962974015","doi":"10.1186/2045-8118-12-s1-p60","title":"Assessment of ventriculo-peritoneal (VP) shunt malfunction in an in vitro model of artificial CSF flow: influence of CSF protein concentration, CSF contamination and time of shunt incubation","year":2015,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Shunt (medical); Incubation; In vitro; Medicine; Cerebrospinal fluid; Internal medicine; Chemistry; Biochemistry","score_opus":0.015870825839053283,"score_gpt":0.25581848494142023,"score_spread":0.23994765910236696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1962974015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99873334,0.000035652218,0.00045874444,0.000068796646,0.000045958895,0.00050982885,0.00007627856,0.000004027661,0.00006735894],"genre_scores_gemma":[0.9996897,0.000011863603,0.00022760767,0.000020118103,0.000011883786,0.000014208539,0.000007987817,0.0000067797023,0.000009878227],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983527,0.00014556483,0.0007739539,0.00021619268,0.00038218184,0.00012941603],"domain_scores_gemma":[0.9990309,0.000036532525,0.00044787416,0.00017017429,0.00024528414,0.00006924027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005868876,0.00011249714,0.0003309318,0.00011743004,0.000035777954,0.000011608109,0.00013545647,0.00008249899,0.0000065994554],"category_scores_gemma":[0.00053415145,0.00009370399,0.00003849459,0.00029761816,0.00028926248,0.00038568047,0.00006341981,0.00009267745,1.0097913e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030433587,0.00016512883,0.011760443,0.00009966062,0.0000032369283,3.538452e-7,0.0012725136,0.010714446,0.97381717,0.0014749448,0.00000390038,0.00038384367],"study_design_scores_gemma":[0.00065509474,0.0004784355,0.03842689,0.00007891038,0.000013917962,0.0000011800819,0.0002165103,0.32861874,0.63065875,0.0007856087,8.110643e-7,0.00006514528],"about_ca_topic_score_codex":0.00017403807,"about_ca_topic_score_gemma":0.000039328937,"teacher_disagreement_score":0.34315842,"about_ca_system_score_codex":0.00007016752,"about_ca_system_score_gemma":0.00020325127,"threshold_uncertainty_score":0.38211378},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.015622502853841733,"score_gpt":0.23918274176484342,"score_spread":0.22356023891100169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984735835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99504477,0.00021831077,0.00003587024,0.0030431675,0.0006713807,0.0002391149,0.000027458871,0.00003104337,0.0006889024],"genre_scores_gemma":[0.9984985,0.000049175436,0.00002615424,0.0005852467,0.00024496493,0.00002129265,0.0000010214264,0.00001751631,0.0005561201],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985809,0.00019892298,0.0003310741,0.00027635336,0.0002534033,0.0003593635],"domain_scores_gemma":[0.9992884,0.00017097988,0.000093695555,0.0002614581,0.000024339843,0.00016112518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003228207,0.00019125278,0.00023058624,0.000116905074,0.00037630484,0.000030621974,0.00019076871,0.00011514743,0.00008881803],"category_scores_gemma":[0.00088008546,0.00013546737,0.00011580375,0.00036389244,0.00017495063,0.00040297932,0.00009121807,0.00020444665,0.000003246919],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005478513,0.00001207952,0.011241137,0.000037696464,0.000015604963,4.952502e-7,0.005455649,0.0000039694282,0.981506,0.00068431237,0.00021553434,0.000772756],"study_design_scores_gemma":[0.0010506689,0.00005855411,0.08104987,0.000042836695,0.00005453247,0.000022810347,0.0009211951,0.000053140848,0.9137823,0.00029102401,0.0024422153,0.00023085767],"about_ca_topic_score_codex":0.000027138894,"about_ca_topic_score_gemma":0.000034457124,"teacher_disagreement_score":0.06980873,"about_ca_system_score_codex":0.000029318344,"about_ca_system_score_gemma":0.000031560925,"threshold_uncertainty_score":0.5524199},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.018430469549352343,"score_gpt":0.2513187711982542,"score_spread":0.23288830164890184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100442711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969918,0.00011249499,0.00032840058,0.0007472571,0.0002820212,0.00041653647,0.000029394052,0.0000371274,0.0010549712],"genre_scores_gemma":[0.99810284,0.0000641721,0.00014410712,0.0010780969,0.000100145364,0.000022729564,8.037096e-7,0.000028520451,0.00045858606],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99877036,0.00007548561,0.00022132322,0.00036448365,0.00024881566,0.00031953346],"domain_scores_gemma":[0.9992476,0.00010842564,0.00009169348,0.00034948438,0.000049562783,0.00015324166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025092592,0.00019440043,0.0002960774,0.00004708015,0.0003769517,0.000047313475,0.00036219496,0.00006842311,0.000044513847],"category_scores_gemma":[0.00023598275,0.000113640905,0.00011871766,0.00019600127,0.0002482449,0.00011652211,0.00007068609,0.000109893444,0.000003244375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028246036,0.00003738406,0.00085105374,0.00002437201,0.000010770038,7.8814736e-7,0.00026465813,0.000009815069,0.9912022,0.003577151,0.0008209102,0.0029184746],"study_design_scores_gemma":[0.001929911,0.0012603881,0.0023801588,0.000046615594,0.000030087534,0.00002702563,0.000054552314,0.0033303755,0.9757608,0.0016926383,0.0132434135,0.00024399409],"about_ca_topic_score_codex":0.00003224305,"about_ca_topic_score_gemma":0.000012814797,"teacher_disagreement_score":0.015441323,"about_ca_system_score_codex":0.000013625566,"about_ca_system_score_gemma":0.00008000502,"threshold_uncertainty_score":0.46341416},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0071136252234421235,"score_gpt":0.2227137332814356,"score_spread":0.21560010805799348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108220747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98548037,0.00010888032,0.006575176,0.005462904,0.001369168,0.0005968601,0.00008661147,0.000038342023,0.00028169385],"genre_scores_gemma":[0.99504876,0.000033654873,0.0002895742,0.0036185808,0.000350944,0.000026226013,0.0000019132524,0.000034919292,0.0005954487],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981797,0.00013068327,0.00034734534,0.0004358269,0.0003918641,0.000514614],"domain_scores_gemma":[0.9989182,0.00015409388,0.00008192265,0.00049198425,0.00008626769,0.00026756836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042837532,0.00025768284,0.00029145044,0.000060879705,0.00069629407,0.00010884821,0.00077286165,0.00007673083,0.00005710793],"category_scores_gemma":[0.00035705193,0.00015434742,0.00023297714,0.00020683605,0.0005416497,0.00013855846,0.0002909412,0.00012960203,0.000011227876],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056459696,0.0000628397,0.0005631455,0.00010192538,0.000036578167,0.000002223361,0.0014128793,0.0003068536,0.9700375,0.008058183,0.012751511,0.0061017624],"study_design_scores_gemma":[0.0029258232,0.0011370844,0.0033238442,0.00011740516,0.0002457392,0.00007981757,0.0003370202,0.10861493,0.8537625,0.009590719,0.019117799,0.000747303],"about_ca_topic_score_codex":0.00009816304,"about_ca_topic_score_gemma":0.000028552848,"teacher_disagreement_score":0.11627499,"about_ca_system_score_codex":0.00003740998,"about_ca_system_score_gemma":0.000076221935,"threshold_uncertainty_score":0.6294105},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.009940269256013644,"score_gpt":0.21273339342569697,"score_spread":0.20279312416968331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114723125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962659,0.0010579037,0.0000019361387,0.0009550407,0.00010589693,0.00028208015,0.000028482502,0.000017215003,0.001285571],"genre_scores_gemma":[0.99875176,0.000091700625,0.000043399705,0.0006773726,0.00002782013,0.000014351136,5.8177676e-7,0.000028575161,0.00036442932],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842435,0.00012403182,0.00029415506,0.0004548543,0.00028741432,0.0004151692],"domain_scores_gemma":[0.99929845,0.00007385386,0.00008501214,0.00033865398,0.00002531667,0.00017871016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034352,0.00023484146,0.00032955786,0.00021316939,0.00016758335,0.000023953447,0.00035151516,0.00007492895,0.00012963092],"category_scores_gemma":[0.00024046058,0.00014389552,0.000047637444,0.0003418379,0.0006480309,0.0001500523,0.00023016105,0.00019440039,0.0000010655164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013897038,0.00003505982,0.08238896,0.000052073814,0.000005033685,0.000017619865,0.005536198,2.8318493e-7,0.90997297,0.000407773,0.000074212374,0.0013708413],"study_design_scores_gemma":[0.0011267589,0.00044696516,0.050810885,0.0001432261,0.00004436212,0.000075927106,0.0003451591,0.00019397857,0.94584376,0.00045024967,0.0002834936,0.00023526081],"about_ca_topic_score_codex":0.00023515632,"about_ca_topic_score_gemma":0.00023260484,"teacher_disagreement_score":0.035870757,"about_ca_system_score_codex":0.000011806693,"about_ca_system_score_gemma":0.00005441816,"threshold_uncertainty_score":0.5867889},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.011039222532344217,"score_gpt":0.27386309297047445,"score_spread":0.2628238704381302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119184523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992913,0.0036044542,0.0000033867932,0.0015363093,0.00003083951,0.0007772696,0.00012962167,0.000011391444,0.0009937333],"genre_scores_gemma":[0.9993617,0.000112356276,0.00007745737,0.00012513218,0.000019493493,0.000050502957,0.000015913349,0.00002405398,0.00021341984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828804,0.000107751,0.0004420429,0.00029194757,0.00045139145,0.0004188317],"domain_scores_gemma":[0.99896544,0.000112048045,0.000057253354,0.00032637359,0.00011061504,0.00042829724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040914383,0.0002013961,0.0004728746,0.0001431645,0.000054449203,0.000011917202,0.0001666767,0.00008086029,0.00079574663],"category_scores_gemma":[0.00021637836,0.00013554424,0.00014381294,0.00023060101,0.00043778008,0.000118350814,0.000059074602,0.00019094336,0.00000601583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024106597,0.00028234711,0.8225996,0.00012629754,0.0008930001,0.00003303889,0.000542796,0.0000028364525,0.17290704,0.000048707676,0.0019738087,0.00034944288],"study_design_scores_gemma":[0.011003016,0.00082696,0.6355874,0.00080983783,0.0011031039,0.00002820333,0.0015316284,0.0016663105,0.34628373,0.0005465754,0.00023715955,0.0003760987],"about_ca_topic_score_codex":0.00061135995,"about_ca_topic_score_gemma":0.000043590735,"teacher_disagreement_score":0.18701224,"about_ca_system_score_codex":0.000038462742,"about_ca_system_score_gemma":0.00024253345,"threshold_uncertainty_score":0.87128675},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.00845851008529023,"score_gpt":0.2435043103531266,"score_spread":0.2350458002678364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129998383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959285,0.001956993,0.000044642427,0.00018614388,0.00033079623,0.0003469434,0.000019321844,0.000006810366,0.0011798163],"genre_scores_gemma":[0.99940807,0.00014138132,0.000036679587,0.00013088991,0.000031864056,0.0000072806747,1.1144118e-7,0.000012307374,0.00023141359],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985172,0.00022057623,0.00032946025,0.00025766637,0.0004491632,0.000225924],"domain_scores_gemma":[0.9992264,0.00007514189,0.00016507835,0.0003625434,0.00004237275,0.00012847169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000493919,0.00015837618,0.00033729145,0.00005619928,0.00010297773,0.000018574781,0.00046470342,0.00008010043,0.0000071467275],"category_scores_gemma":[0.0006292058,0.00009729039,0.00009464356,0.0002312389,0.0005536591,0.00014347797,0.00043518917,0.00022091575,2.0683386e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005009911,0.000055460405,0.04706969,0.00045988057,0.0000119558235,0.0000052439104,0.0013652825,0.00009675336,0.94761777,0.0029306512,0.00008461046,0.0002526232],"study_design_scores_gemma":[0.002220431,0.0006360285,0.2817469,0.00067280827,0.00012367318,0.00005092142,0.00018817901,0.00749573,0.70375746,0.002667524,0.0002323778,0.00020795823],"about_ca_topic_score_codex":0.00010418435,"about_ca_topic_score_gemma":0.00002065549,"teacher_disagreement_score":0.24386029,"about_ca_system_score_codex":0.00001910608,"about_ca_system_score_gemma":0.00014908513,"threshold_uncertainty_score":0.39673868},"labels":[],"label_agreement":null},{"id":"W2152487497","doi":"10.1186/2045-8118-12-s1-p19","title":"Endoscopic resection of colloid cyst: long-term followup with 63 patients","year":2015,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Colloid cyst; Resection; Hematology; Surgery; Neurology; Cyst; General surgery; Term (time); Internal medicine","score_opus":0.017069865959403893,"score_gpt":0.24258780436689453,"score_spread":0.22551793840749063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152487497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975564,0.00010171779,0.000024696368,0.00006884675,0.0003598465,0.00022914904,0.000038617,0.000012132754,0.0016086233],"genre_scores_gemma":[0.99908066,0.000024921672,0.000022616829,0.00009136618,0.000030132373,0.000005495355,0.000001483597,0.000011257102,0.0007320435],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904376,0.000058361922,0.00018201474,0.00020576152,0.00034596038,0.00016415404],"domain_scores_gemma":[0.9994137,0.000030417095,0.0000884711,0.0002471554,0.000076508186,0.0001437079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010320618,0.00010843694,0.0001801826,0.00004989576,0.000119898876,0.000017780594,0.00022111143,0.00004600796,0.000025395837],"category_scores_gemma":[0.00028071698,0.000067974215,0.000052275762,0.00023846615,0.00025424428,0.00012043691,0.0001031229,0.00007992391,0.0000020957764],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004625485,0.000093994,0.5251412,0.00009093462,0.000018291748,0.000003367581,0.0008371049,0.000011594264,0.47139484,0.00049448037,0.0011855307,0.0002661301],"study_design_scores_gemma":[0.0032063762,0.0027272399,0.11605383,0.0001743825,0.000061964856,0.000016663944,0.00011177636,0.00011091891,0.876619,0.00027712437,0.0004816095,0.0001591234],"about_ca_topic_score_codex":0.000051266255,"about_ca_topic_score_gemma":0.000031423984,"teacher_disagreement_score":0.40908736,"about_ca_system_score_codex":0.000026308644,"about_ca_system_score_gemma":0.00009190518,"threshold_uncertainty_score":0.2771908},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.013149752234170056,"score_gpt":0.22385541637660827,"score_spread":0.21070566414243821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156715232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99708474,0.00006636981,0.0000077113045,0.0014711631,0.000085044514,0.0003579244,0.000013641602,0.000023263603,0.000890147],"genre_scores_gemma":[0.9982808,0.000044375924,0.00011414303,0.0011378728,0.000032562602,0.000022910517,8.207257e-7,0.000017072534,0.0003493996],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989123,0.00004915953,0.00023873059,0.0003184349,0.00021031586,0.00027108577],"domain_scores_gemma":[0.99938476,0.00008417383,0.00007020141,0.00024438614,0.00007965804,0.00013681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009497255,0.00015764941,0.00019736378,0.00006832302,0.0002510062,0.00007119706,0.00023645244,0.00006574218,0.000047158588],"category_scores_gemma":[0.00040648496,0.000103282095,0.00003882593,0.00030041052,0.00021466396,0.00032422703,0.00014957982,0.00017121506,0.000003419555],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035695168,0.000024583176,0.04364828,0.000039629344,0.0000053140016,0.0000015573726,0.0014479351,0.000012926883,0.95188606,0.0020483339,0.000078220226,0.0007714566],"study_design_scores_gemma":[0.0017658673,0.0005748161,0.72828907,0.00024714207,0.000048780086,0.000069675356,0.0010630541,0.012299024,0.25372323,0.0012941038,0.0001816315,0.0004435842],"about_ca_topic_score_codex":0.0009861498,"about_ca_topic_score_gemma":0.00015771246,"teacher_disagreement_score":0.69816285,"about_ca_system_score_codex":0.000016637945,"about_ca_system_score_gemma":0.000061478,"threshold_uncertainty_score":0.42117214},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.003715835519386262,"score_gpt":0.21412381907418032,"score_spread":0.21040798355479406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157472739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9207778,0.0009047248,0.07719993,0.0003134916,0.000055399843,0.0003926707,0.00034132472,0.0000034613863,0.000011223397],"genre_scores_gemma":[0.98437446,0.00005829665,0.014984858,0.00019412108,0.00005862393,0.000019734676,0.00010841206,0.000021170861,0.00018034785],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99927706,0.00009539036,0.00021814805,0.00022172437,0.00007428298,0.00011342765],"domain_scores_gemma":[0.9994175,0.000037135425,0.00013344217,0.00025957215,0.00007228486,0.00008007706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014487293,0.00011208349,0.00013730659,0.000020728272,0.000056411074,0.000016355973,0.00012848468,0.00010758736,0.000022079423],"category_scores_gemma":[0.0001104811,0.000093032344,0.000090326364,0.00003553996,0.00012572059,0.000009212422,0.000074136624,0.000035170477,3.4131554e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006775455,0.000017918555,0.00062210293,0.00003914137,0.00004146919,1.5195543e-7,0.00008216584,0.0000028758095,0.9966697,0.00011877266,0.00025160532,0.0020863574],"study_design_scores_gemma":[0.00055615284,0.00008988018,0.0018672872,0.000018422345,0.000051430306,7.814626e-7,0.000051821913,0.0019164485,0.9926786,0.0007212682,0.0019452061,0.00010273973],"about_ca_topic_score_codex":0.000044706594,"about_ca_topic_score_gemma":0.0000012135089,"teacher_disagreement_score":0.06359666,"about_ca_system_score_codex":0.0000035543324,"about_ca_system_score_gemma":0.000033467448,"threshold_uncertainty_score":0.37937486},"labels":[],"label_agreement":null},{"id":"W2158352404","doi":"10.1186/2045-8118-12-s1-p16","title":"A proposal to explain “covert” increases in intracranial pressure","year":2015,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Covert; Neurology; Medicine; Intracranial pressure; Internal medicine; Intensive care medicine; Neuroscience; Psychology; Anesthesia; Psychiatry; Philosophy","score_opus":0.01265571793875109,"score_gpt":0.24978252095263107,"score_spread":0.23712680301387998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158352404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952391,0.00030043317,0.000016747805,0.0027781103,0.00010413417,0.0005977481,0.000037383943,0.000017325263,0.00090905343],"genre_scores_gemma":[0.9982148,0.00000785666,0.00073654414,0.00053901406,0.000113450966,0.000017206079,0.0000023336822,0.000014228203,0.00035460092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919236,0.00005738801,0.00017695047,0.00016165584,0.00022901718,0.00018261088],"domain_scores_gemma":[0.99934125,0.000025038906,0.000029011266,0.00024954975,0.0000612224,0.00029389997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025358153,0.000105112915,0.0002665224,0.000062630774,0.000040791856,0.000010729736,0.00012069993,0.000071108174,0.00008535415],"category_scores_gemma":[0.0006771953,0.00006828754,0.00004934824,0.00020110243,0.00010710725,0.000058644542,0.00013149682,0.000115984425,0.000004946441],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003565175,0.0008578199,0.742137,0.0004887196,0.0003625585,0.00008140778,0.014328456,0.00006161413,0.12437517,0.0026352082,0.102827646,0.008279189],"study_design_scores_gemma":[0.017936971,0.007958007,0.8079932,0.0020019922,0.0012754123,0.00061890495,0.009505673,0.002685519,0.08046448,0.0047547305,0.06355529,0.001249844],"about_ca_topic_score_codex":0.0010686504,"about_ca_topic_score_gemma":0.0001987301,"teacher_disagreement_score":0.06585614,"about_ca_system_score_codex":0.000041082883,"about_ca_system_score_gemma":0.0002767192,"threshold_uncertainty_score":0.2784685},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Hydrocephalus; Medicine; Endoscopic third ventriculostomy; Pediatrics; Neurosurgery; Shunt (medical); Intensive care medicine; Surgery","score_opus":0.04661936288430523,"score_gpt":0.31227278671715425,"score_spread":0.265653423832849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158393943","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007513262,0.9958676,0.0000018481206,0.00013136661,0.00089310424,0.0009530722,0.00016142822,0.000042305706,0.0018741614],"genre_scores_gemma":[0.0003829256,0.99688107,0.000011317423,0.0009880584,0.00027539587,0.00005752131,0.000004212406,0.00006675679,0.00133273],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720216,0.00029686338,0.0008715359,0.00057379174,0.0005207212,0.0005349516],"domain_scores_gemma":[0.9980053,0.00026224065,0.00045464374,0.0008809449,0.000032126954,0.0003647485],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045087957,0.00058904674,0.002106943,0.00013483451,0.0002854383,0.000034831086,0.0011027813,0.00024852905,0.00034924637],"category_scores_gemma":[0.0009787611,0.00032577294,0.0010616411,0.00075369846,0.00025683717,0.0001380121,0.00055157533,0.00049733097,0.000101090896],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010229128,0.00018134613,0.0006909302,0.30225688,0.0001646348,0.00001978043,0.00022841204,9.847875e-8,0.00012279209,0.003196035,0.02469994,0.66842896],"study_design_scores_gemma":[0.00013473582,0.00004834272,0.000023710267,0.008231991,0.0025489526,0.0001175581,0.000002807686,0.0000016802303,0.000018464263,0.0000664788,0.98840475,0.00040053908],"about_ca_topic_score_codex":0.000010620725,"about_ca_topic_score_gemma":9.631764e-7,"teacher_disagreement_score":0.9637048,"about_ca_system_score_codex":0.000055709173,"about_ca_system_score_gemma":0.00028813077,"threshold_uncertainty_score":0.9999194},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.007966804571791804,"score_gpt":0.2264414734861597,"score_spread":0.2184746689143679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164829510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99693704,0.00020083945,0.0000135033,0.00040880637,0.00011379765,0.00026063644,0.000026723035,0.0000064123265,0.0020322478],"genre_scores_gemma":[0.9990818,0.00005028834,0.000052245585,0.00025530532,0.000013852288,0.0000092496575,1.6188896e-7,0.000013442998,0.00052366016],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99872553,0.00008209575,0.00045139654,0.0002409306,0.00024291372,0.00025710603],"domain_scores_gemma":[0.99938786,0.000076044,0.00011397469,0.0003060038,0.000035800087,0.00008029286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019874654,0.00013945674,0.00032027706,0.00015772936,0.000051104245,0.000015248479,0.00038167695,0.000044018925,0.00028875307],"category_scores_gemma":[0.00038272818,0.000105031584,0.00008724519,0.00037227402,0.0004450827,0.0002616242,0.00018400956,0.000082762504,0.0000024058027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003019982,0.00004915039,0.02358976,0.00011136394,0.0000022330664,0.0000020027023,0.0007595992,0.000020825952,0.97212046,0.002887007,0.0002799525,0.00014745149],"study_design_scores_gemma":[0.0009165787,0.00011192657,0.017212486,0.00014069588,0.000008846026,0.000010647582,0.00036010917,0.004529641,0.9735328,0.0029615788,0.00008177449,0.00013292769],"about_ca_topic_score_codex":0.0008706917,"about_ca_topic_score_gemma":0.000026147645,"teacher_disagreement_score":0.006377273,"about_ca_system_score_codex":0.000032514938,"about_ca_system_score_gemma":0.00006573322,"threshold_uncertainty_score":0.42830637},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Endoscopic third ventriculostomy; Choroid plexus; Neurosurgery; Ventriculostomy; General surgery; Hydrocephalus; Surgery; Internal medicine","score_opus":0.008919382524028397,"score_gpt":0.224056701581812,"score_spread":0.2151373190577836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2197659043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980062,0.0009403459,0.0000046204464,0.00019902976,0.00020464379,0.000500469,0.000042193387,0.000022205533,0.00008028153],"genre_scores_gemma":[0.9992893,0.0004887495,0.0000073314754,0.000055596338,0.000089178,0.000011526723,0.0000023956432,0.00001723267,0.000038733167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985401,0.00023432968,0.0002713154,0.00035689882,0.00033382737,0.0002635329],"domain_scores_gemma":[0.9989528,0.000337766,0.00022645306,0.000250682,0.000033410983,0.00019885747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036283818,0.00021441569,0.00043391198,0.00007928029,0.0004074917,0.000057664645,0.00021852636,0.00004300746,0.0000029966657],"category_scores_gemma":[0.0008454829,0.00012450958,0.000098585515,0.000407578,0.0010950019,0.00015753882,0.00026232094,0.00017754325,3.505577e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001289466,0.0000086840255,0.99629223,0.00004741406,0.000015108262,0.0000019322947,0.00092532154,0.000040687177,0.001971081,0.00007020133,0.00022725663,0.0002711574],"study_design_scores_gemma":[0.0022302305,0.00075731945,0.9880693,0.000030085244,0.00016153921,0.000026432737,0.000077559074,0.00057354645,0.00784139,0.000027918852,0.000052672534,0.00015198771],"about_ca_topic_score_codex":0.00018148351,"about_ca_topic_score_gemma":0.000053882224,"teacher_disagreement_score":0.008222891,"about_ca_system_score_codex":0.000021077693,"about_ca_system_score_gemma":0.000036716257,"threshold_uncertainty_score":0.5077353},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.09097872979208084,"score_gpt":0.3648054448468465,"score_spread":0.2738267150547657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263256000","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009997858,0.9967309,0.000010213796,0.000544487,0.00034477827,0.0015238051,0.0003538521,0.000023643637,0.0003682997],"genre_scores_gemma":[0.00021648071,0.9978625,0.00004786762,0.0013756205,0.00013047742,0.00011456614,0.000005965091,0.000047433503,0.00019908081],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977757,0.00028418784,0.00059461023,0.0006299285,0.00035222975,0.00036334543],"domain_scores_gemma":[0.9980962,0.0007996274,0.00015628361,0.0004595712,0.00012615933,0.00036215235],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035477564,0.00044691676,0.0018528061,0.00006374834,0.00027607539,0.0000521014,0.0005073393,0.00022355902,0.00006607453],"category_scores_gemma":[0.0013361969,0.00025711057,0.0005347448,0.00026681065,0.00089825795,0.00008158146,0.00028616478,0.00031171684,0.000005218281],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012265486,0.00012454824,0.0000058058317,0.097465344,0.00012028938,0.00001762416,0.00019171968,9.0716675e-8,0.00047970866,0.010258812,0.039672345,0.85154104],"study_design_scores_gemma":[0.00042471208,0.00029416423,0.000001197567,0.014021672,0.00044308676,0.00024102055,0.000009422331,0.00003042835,0.00005519049,0.00065820944,0.9835188,0.00030209072],"about_ca_topic_score_codex":0.0000045740085,"about_ca_topic_score_gemma":3.700255e-7,"teacher_disagreement_score":0.94384646,"about_ca_system_score_codex":0.000030045414,"about_ca_system_score_gemma":0.00029829057,"threshold_uncertainty_score":0.99998814},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.10672523497301263,"score_gpt":0.30358586384918385,"score_spread":0.19686062887617123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605784193","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050160047,0.94183856,0.000042836033,0.006420499,0.00014877615,0.0007129414,0.00012527392,0.000014842012,0.0005361983],"genre_scores_gemma":[0.06841378,0.9248784,0.000008968561,0.0001140952,0.0001294394,0.00010964441,0.00002895824,0.00008070088,0.0062360168],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772185,0.0005841059,0.00047134416,0.0006602653,0.00020107435,0.00036138634],"domain_scores_gemma":[0.997276,0.0004856705,0.00053376675,0.0014351804,0.00007496629,0.00019440017],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013958844,0.0005960223,0.0008010437,0.000045991565,0.0004919035,0.00012805876,0.00091937504,0.00036239575,0.000017044738],"category_scores_gemma":[0.0011244541,0.00027907055,0.00028390333,0.000053800166,0.0011993812,0.000018969802,0.00053565693,0.00052504207,2.4880185e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038364498,0.00044165392,0.00004870085,0.006219926,0.010787744,0.0001664487,0.01624791,0.0000102224485,0.012496425,0.001144231,0.0311596,0.9208935],"study_design_scores_gemma":[0.0006278887,0.0003968502,0.000026568907,0.011535903,0.0016484304,0.00024379934,0.004354957,0.0000071247578,0.0046929806,0.000120042416,0.97557896,0.0007664849],"about_ca_topic_score_codex":0.00000396345,"about_ca_topic_score_gemma":0.0000315438,"teacher_disagreement_score":0.9444194,"about_ca_system_score_codex":0.000011387552,"about_ca_system_score_gemma":0.00020858947,"threshold_uncertainty_score":0.99996614},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.01770350820367159,"score_gpt":0.25313774376376647,"score_spread":0.23543423556009488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623777570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977592,0.0002544875,0.000008383585,0.0012214752,0.00065861904,0.000107965716,0.00009747658,0.000021278698,0.020038344],"genre_scores_gemma":[0.996856,0.00016476547,0.000030029678,0.00047724627,0.00014028748,0.0000026987207,5.824598e-7,0.000013879076,0.0023145182],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99899924,0.000028486069,0.00020320938,0.0003029718,0.00023708846,0.0002290128],"domain_scores_gemma":[0.99886197,0.00006678626,0.00014813335,0.0007305534,0.000019967596,0.00017261866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011477595,0.00013842584,0.00018740645,0.000022951326,0.0008490881,0.00012306745,0.000811126,0.0000719256,0.00023779129],"category_scores_gemma":[0.00085811,0.000090566784,0.0001019997,0.000035434972,0.00053468696,0.00022504655,0.00032508024,0.00013386215,0.000037088135],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050169565,0.000023125254,0.004404179,0.0000132319665,0.000010546362,0.000007842238,0.0003450506,0.000004803682,0.9859525,0.0012604068,0.0056232447,0.002304891],"study_design_scores_gemma":[0.0008295615,0.000097122385,0.09588064,0.000100202444,0.000045234847,0.000014741244,0.0000540281,0.00052746944,0.8737106,0.007754758,0.02073529,0.00025036302],"about_ca_topic_score_codex":0.00047653785,"about_ca_topic_score_gemma":0.000022571186,"teacher_disagreement_score":0.112241924,"about_ca_system_score_codex":0.000012547111,"about_ca_system_score_gemma":0.00006479143,"threshold_uncertainty_score":0.65305847},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.015611388908469699,"score_gpt":0.23933958599757674,"score_spread":0.22372819708910704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766463241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92929655,0.00010108129,0.000023132303,0.061555617,0.0028224012,0.00021214825,0.00028852274,0.000019808698,0.005680755],"genre_scores_gemma":[0.993894,0.00010240257,0.0000049908613,0.003351452,0.0005323343,0.000011930468,0.0000021448125,0.0000125548095,0.0020882373],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99874485,0.000114254675,0.00021915,0.0003321706,0.0003971318,0.0001924683],"domain_scores_gemma":[0.9986619,0.0003527493,0.0001873146,0.00065245933,0.00004014124,0.00010544262],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00027251922,0.00017247279,0.00014871976,0.000015439065,0.0026197212,0.00016023117,0.00085866096,0.0000729741,0.00053748314],"category_scores_gemma":[0.00073393754,0.00007980332,0.0001410611,0.00005228916,0.0011249454,0.00016045223,0.00021639981,0.0002517767,0.0000071128566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004662181,0.000024642939,0.013964567,0.0000093282015,0.0002534511,0.0000064036744,0.006209075,0.00019625455,0.8983292,0.0031739469,0.07483923,0.00252767],"study_design_scores_gemma":[0.001270314,0.00017554041,0.07525685,0.000056338216,0.00020678746,0.00003197524,0.0011956453,0.00015902221,0.7295625,0.0021489407,0.18964832,0.00028772728],"about_ca_topic_score_codex":0.00014637962,"about_ca_topic_score_gemma":0.00006701088,"teacher_disagreement_score":0.16876666,"about_ca_system_score_codex":0.000020752675,"about_ca_system_score_gemma":0.000039342416,"threshold_uncertainty_score":0.99867874},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.018160691412569322,"score_gpt":0.24828025444928206,"score_spread":0.23011956303671274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805816152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948999,0.00007269584,0.000012759198,0.0011964672,0.0004331391,0.00028689066,0.00008548608,0.00004900799,0.0029636493],"genre_scores_gemma":[0.9965646,0.00006869242,0.00005192278,0.00068890734,0.000236475,0.000016363027,0.0000012509556,0.000029046292,0.0023427412],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99850273,0.000039546427,0.0002599737,0.00048410989,0.00033536702,0.00037829776],"domain_scores_gemma":[0.99905795,0.000051981617,0.000097647564,0.0005006789,0.000059880338,0.0002318771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009301555,0.0002705485,0.00033582264,0.00006370961,0.00051019853,0.000050036942,0.0003681123,0.000083686595,0.00025139647],"category_scores_gemma":[0.00010811976,0.0001352574,0.00011316028,0.00024193185,0.00056636136,0.00013285781,0.00014078665,0.0001016149,0.000019338451],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003315054,0.00007985477,0.0015021631,0.000019326053,0.000026581365,0.000009424377,0.0010029126,0.000004546978,0.9925494,0.0020006162,0.00020322058,0.002270432],"study_design_scores_gemma":[0.0013813465,0.0017681449,0.0028701208,0.000055382283,0.00007742065,0.00006561005,0.00009042023,0.0009008236,0.98834556,0.0006322214,0.003567474,0.00024549357],"about_ca_topic_score_codex":0.00020029514,"about_ca_topic_score_gemma":0.000159536,"teacher_disagreement_score":0.004203874,"about_ca_system_score_codex":0.000060606704,"about_ca_system_score_gemma":0.000102040794,"threshold_uncertainty_score":0.55156374},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.010510342092851099,"score_gpt":0.2760445455235021,"score_spread":0.265534203430651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806422799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99696684,0.0006137587,0.00005619363,0.000886666,0.00008126156,0.00026006557,0.00012774098,0.000021345419,0.0009861222],"genre_scores_gemma":[0.99647486,0.000015024684,0.0001252306,0.002086352,0.00022473569,0.00001544629,0.00000904298,0.00002222087,0.0010270716],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99895567,0.000047443256,0.0002518108,0.00027089808,0.00020102916,0.0002731673],"domain_scores_gemma":[0.9990297,0.000020799524,0.000052260053,0.00051338336,0.000082537714,0.00030135005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020910443,0.00015433496,0.00030500867,0.000061852275,0.00020804149,0.000030690244,0.00019566201,0.00009046465,0.00023745968],"category_scores_gemma":[0.00017085938,0.00010525835,0.00012486777,0.00011876919,0.000408145,0.00009419654,0.00008519038,0.00012180951,0.00000203208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048678266,0.00012406468,0.0069840965,0.000041328385,0.000064638814,0.000007776863,0.00076941,0.000007912904,0.9877536,0.0008105176,0.0019681384,0.0009816842],"study_design_scores_gemma":[0.015289031,0.002520301,0.05158677,0.00034630956,0.0011598382,0.000047753976,0.0016966386,0.050448544,0.86225164,0.006760517,0.0070359786,0.0008567021],"about_ca_topic_score_codex":0.00018697124,"about_ca_topic_score_gemma":0.00009883573,"teacher_disagreement_score":0.12550204,"about_ca_system_score_codex":0.0000144013,"about_ca_system_score_gemma":0.00014147963,"threshold_uncertainty_score":0.42923108},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.045877699502836156,"score_gpt":0.30262115876097667,"score_spread":0.2567434592581405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041930655","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031765254,0.9928477,0.000040962008,0.00045963514,0.00023872816,0.002189693,0.0037856745,0.000011193739,0.000108790875],"genre_scores_gemma":[0.009364437,0.98908466,0.000006625501,0.000015471875,0.00003187085,0.00039043976,0.00039763193,0.000018801436,0.00069004606],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998675,0.00041261813,0.00030940367,0.00027605752,0.000048830167,0.00027810255],"domain_scores_gemma":[0.9990047,0.00055534515,0.0001957711,0.00016255368,0.00003495207,0.0000466459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001093944,0.00027999835,0.00093215687,0.00003539053,0.0002829611,0.000008196297,0.00030037557,0.00023890458,0.00013582155],"category_scores_gemma":[0.00014484994,0.00011990272,0.00075633056,0.00011789297,0.0006504894,0.000014381247,0.00009679984,0.00018403819,0.0000138977075],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022957346,0.0004571778,0.00004529658,0.00056778814,0.0065399604,0.0000029257028,0.00037697036,0.0000010883587,0.00014420702,0.000072972565,0.0039250106,0.98763704],"study_design_scores_gemma":[0.0018376546,0.0014153741,0.000060516148,0.00020336386,0.0040734177,0.000007429686,0.00018761477,0.000011230236,0.00024260666,0.00003554879,0.99179494,0.00013028251],"about_ca_topic_score_codex":0.0000150738815,"about_ca_topic_score_gemma":0.0000045365864,"teacher_disagreement_score":0.98787,"about_ca_system_score_codex":0.000045612116,"about_ca_system_score_gemma":0.00018760629,"threshold_uncertainty_score":0.4889491},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.013486752045418701,"score_gpt":0.22631610906495167,"score_spread":0.21282935701953298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044994694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99308294,0.0004903768,0.000019471592,0.0058158957,0.00017711152,0.00025249537,0.00010482148,0.000009447849,0.000047423724],"genre_scores_gemma":[0.99897563,0.00029517568,0.000019774963,0.0005728035,0.000050614923,0.000008041873,0.0000018742156,0.000011156052,0.00006495057],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998669,0.00035388608,0.0003545861,0.00025445444,0.00021923712,0.000148823],"domain_scores_gemma":[0.99917156,0.00037581346,0.00017510336,0.00017673426,0.000026882484,0.00007391248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017159458,0.00015733576,0.00034936756,0.000027422093,0.00029211288,0.000021064703,0.00024733762,0.00007626333,0.00006876233],"category_scores_gemma":[0.0010581628,0.000077391116,0.000076945355,0.00020595989,0.0011708268,0.00007524301,0.00019924932,0.00018368401,4.7295977e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011440984,0.000007255963,0.012079852,0.000060010272,0.000012519576,8.132184e-8,0.019251293,0.0000016687609,0.9659684,0.00019657784,0.0019734022,0.0003345597],"study_design_scores_gemma":[0.0016712411,0.000098551696,0.00645206,0.000065808046,0.00002641629,0.0000011104208,0.0031013582,0.000088421104,0.98705524,0.0001744802,0.0011528626,0.000112474125],"about_ca_topic_score_codex":0.000061463514,"about_ca_topic_score_gemma":0.000019821531,"teacher_disagreement_score":0.021086846,"about_ca_system_score_codex":0.0000059905383,"about_ca_system_score_gemma":0.000020365409,"threshold_uncertainty_score":0.431396},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.014464839492556374,"score_gpt":0.2988875110869368,"score_spread":0.2844226715943804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085455059","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06206659,0.93491167,0.00003118197,0.0011853706,0.00022562525,0.0014199107,0.000058310863,0.00000918811,0.00009217527],"genre_scores_gemma":[0.0598082,0.93969727,0.000036378337,0.00027869348,0.000082964936,0.000045080236,0.000018829021,0.000019268176,0.000013307808],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814695,0.00074563024,0.0005082225,0.00020877943,0.00023729308,0.00015312072],"domain_scores_gemma":[0.99848056,0.00062313426,0.0002937778,0.00048627242,0.000054875683,0.00006136974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062652293,0.0001928768,0.0008378913,0.00006492462,0.00010396047,0.00000865949,0.00034042084,0.00021151178,0.000014307285],"category_scores_gemma":[0.0010077005,0.000084923246,0.0005238312,0.00022588513,0.0005248479,0.000022837745,0.00016019514,0.0004249001,0.0000012226609],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051946996,0.00033202674,0.010444085,0.022534776,0.0011682082,0.0006113696,0.001784865,0.000027878528,0.005740555,0.0033537105,0.0011230008,0.95236003],"study_design_scores_gemma":[0.0016868913,0.0020425424,0.027416732,0.0029796846,0.0051146597,0.0022018962,0.00020422981,0.00013144167,0.00020427525,0.0014604535,0.9562577,0.000299501],"about_ca_topic_score_codex":0.00007832154,"about_ca_topic_score_gemma":0.000015016944,"teacher_disagreement_score":0.9551347,"about_ca_system_score_codex":0.000017790571,"about_ca_system_score_gemma":0.00024379005,"threshold_uncertainty_score":0.34630695},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.0154717728554044,"score_gpt":0.2711088671186832,"score_spread":0.2556370942632788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092984710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899491,0.00010785837,0.000019067957,0.009579027,0.000020965472,0.00013639336,0.00002539638,0.0000025750721,0.00015961744],"genre_scores_gemma":[0.999052,0.00010025429,0.000038101494,0.0003750941,0.000032339627,0.0000020833181,0.0000037647262,0.0000037490713,0.0003926195],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99952334,0.000027152551,0.00017000486,0.00009058802,0.00012266499,0.0000662716],"domain_scores_gemma":[0.9997543,0.000032952845,0.00004586546,0.000063175205,0.00003530754,0.00006840573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012020124,0.000044126304,0.00011895442,0.00002758549,0.00003617768,0.0000059057866,0.00004478621,0.000026030311,0.00005113002],"category_scores_gemma":[0.00021447649,0.00002953732,0.000024102474,0.00011905042,0.00010048774,0.00003695688,0.000045924095,0.000058282425,2.9027885e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010744411,0.0000068340632,0.06458142,0.00015450941,0.000009851412,8.186088e-7,0.00071882777,2.4125475e-7,0.9334713,0.00019202507,0.00011907444,0.0006376393],"study_design_scores_gemma":[0.00052372616,0.00016507696,0.49280488,0.0001322542,0.000018109358,0.0000077058285,0.00025732064,0.0024274625,0.50236005,0.00008702375,0.0011610904,0.000055316337],"about_ca_topic_score_codex":0.000025901221,"about_ca_topic_score_gemma":0.0000036422175,"teacher_disagreement_score":0.43111128,"about_ca_system_score_codex":0.0000035655914,"about_ca_system_score_gemma":0.000032628384,"threshold_uncertainty_score":0.12044969},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0503030126059902,"score_gpt":0.29564456507537795,"score_spread":0.24534155246938777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164249942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976705,0.00021164783,0.00058531266,0.0001946986,0.00014384165,0.0003047033,0.00024437674,0.000006183485,0.0006387493],"genre_scores_gemma":[0.99925315,0.000051910432,0.00020993235,0.0001093968,0.000016588323,0.00001680732,0.0000027220822,0.000011866049,0.00032760864],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987555,0.000064234766,0.00030968085,0.00026375178,0.00045437817,0.00015244851],"domain_scores_gemma":[0.99924904,0.00009478245,0.00012314088,0.00027355723,0.00018332827,0.00007612594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025592162,0.00011438215,0.0002640351,0.000036321024,0.00010025026,0.000008546233,0.00018262117,0.000057349116,0.0000411126],"category_scores_gemma":[0.0008171655,0.00008269213,0.00017597867,0.00018951655,0.00021912246,0.000076418386,0.00010453225,0.000025668347,2.2688441e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011467921,0.00011709603,0.000261462,0.000048526315,0.000015564321,2.5511704e-7,0.00025649447,0.0013323263,0.99531007,0.001855433,0.00007314864,0.0006149513],"study_design_scores_gemma":[0.002055186,0.00015199982,0.00065441476,0.000031409494,0.00016558295,0.000010379672,0.00003913744,0.26422277,0.73093075,0.0016366753,0.000036896414,0.00006477645],"about_ca_topic_score_codex":0.000010270771,"about_ca_topic_score_gemma":0.0000025620902,"teacher_disagreement_score":0.2643793,"about_ca_system_score_codex":0.000020872401,"about_ca_system_score_gemma":0.00022307296,"threshold_uncertainty_score":0.33720872},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.007873328820877,"score_gpt":0.21520401741906414,"score_spread":0.20733068859818715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186300903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99888045,0.00030264896,0.000008904556,0.000027481989,0.00022602123,0.00035079403,0.00015203335,0.000016262395,0.000035403],"genre_scores_gemma":[0.9997767,0.000020329991,0.000045528985,0.000071740906,0.000023297916,0.000006102529,0.0000051060383,0.000020859732,0.000030301346],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985112,0.00012020578,0.00029046033,0.0004415771,0.00040953007,0.0002270557],"domain_scores_gemma":[0.9991734,0.00006313608,0.00018060356,0.00036336732,0.00011007998,0.00010938766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047650403,0.00019071018,0.0003310394,0.000044087596,0.00020681082,0.00003018611,0.00025062944,0.000047754882,0.000059602535],"category_scores_gemma":[0.00032642024,0.0001280887,0.00007559261,0.00027150856,0.0001673918,0.000095272546,0.00020543858,0.00012438584,0.0000010946467],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031936663,0.00057106465,0.5965922,0.00004129191,0.0001364883,0.00012425054,0.0063985437,0.00010951842,0.39517343,0.000015283675,0.000019749119,0.0004988273],"study_design_scores_gemma":[0.0030994574,0.0008818218,0.07954535,0.00016068174,0.00016344467,0.000030197943,0.0016805482,0.00052982237,0.9135523,0.00007199638,0.00005190971,0.00023250593],"about_ca_topic_score_codex":0.00018391223,"about_ca_topic_score_gemma":0.00003989595,"teacher_disagreement_score":0.51837885,"about_ca_system_score_codex":0.000037906786,"about_ca_system_score_gemma":0.000032099713,"threshold_uncertainty_score":0.5223305},"labels":[],"label_agreement":null},{"id":"W4200278158","doi":"10.1186/s12987-021-00286-9","title":"Abstracts from the Virtual Symposium “Signal Transduction at the Blood–Brain Barriers”","year":2021,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Chemical Reactions and Isotopes","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Toronto; McGill University; University of Victoria; Sunnybrook Health Science Centre; Université Laval","funders":"National Institute of Biomedical Imaging and Bioengineering; Fonds de Recherche du Québec - Santé; National Institutes of Health; Natural Sciences and Engineering Research Council of Canada; Alzheimer Society; Canadian Institutes of Health Research; Fondazione Italiana Sclerosi Multipla","keywords":"Neurology; Medicine; Signal transduction; Neuroscience; Psychology; Biology; Cell biology","score_opus":0.027743263782144,"score_gpt":0.31904786318856887,"score_spread":0.2913045994064249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200278158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9581734,0.0012448482,0.000012023221,0.03720627,0.0009607419,0.00018042508,0.0003181267,0.00001783673,0.0018863527],"genre_scores_gemma":[0.9906039,0.00046080287,0.000010574133,0.0042400435,0.0004635105,0.0000179412,0.00002491537,0.000014273851,0.004164035],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99874985,0.00031139867,0.00027593874,0.00024712662,0.00017013219,0.00024556983],"domain_scores_gemma":[0.9984783,0.00085383054,0.00008490667,0.00031178776,0.00006669863,0.00020449859],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043747856,0.00016307965,0.00017560906,0.000011427044,0.0008566216,0.00003204196,0.00031004002,0.00021055296,0.005896461],"category_scores_gemma":[0.00025417187,0.00008488374,0.00018284447,0.0001534257,0.0006599827,0.00007213489,0.000141853,0.0005959928,0.0000120463255],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012766053,0.000042106432,0.0018121384,0.000006850401,0.00026599955,0.0000049451405,0.0015175123,0.0001275064,0.9488774,0.000515805,0.045440573,0.001261492],"study_design_scores_gemma":[0.00059745443,0.00004035841,0.0013353338,0.000012906409,0.0003057383,0.000029822886,0.0009762595,0.00013843339,0.6442543,0.00034725445,0.35186234,0.00009979463],"about_ca_topic_score_codex":0.00009457171,"about_ca_topic_score_gemma":0.00007071652,"teacher_disagreement_score":0.30642176,"about_ca_system_score_codex":0.000029268927,"about_ca_system_score_gemma":0.00013973135,"threshold_uncertainty_score":0.9950123},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.010971522664433906,"score_gpt":0.23360729368745292,"score_spread":0.222635771023019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200301451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98785925,0.0015245746,0.000052216263,0.00614796,0.0009280576,0.0003702172,0.00035774035,0.000013731331,0.0027462244],"genre_scores_gemma":[0.9968421,0.00085418375,0.00014347438,0.0011467995,0.00019144737,0.000016933474,0.0000052103132,0.000024659692,0.0007752296],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998086,0.00007349807,0.00046652684,0.0005051651,0.00054589874,0.00032293078],"domain_scores_gemma":[0.99865234,0.000409845,0.00024562955,0.00048027327,0.00009757074,0.00011433661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036057632,0.00024444074,0.00029476447,0.0000218681,0.0007563606,0.00009664141,0.00084285723,0.00011035572,0.00011073988],"category_scores_gemma":[0.00097576407,0.00013936684,0.00044751054,0.00025852615,0.00079269864,0.00016063567,0.00064907444,0.00025261307,0.0000011895447],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012925056,0.00008356007,0.007316711,0.00010041415,0.00013880304,0.0000010734544,0.0024874392,0.00017669502,0.9790133,0.0022233198,0.0064925123,0.0018368901],"study_design_scores_gemma":[0.0025828846,0.000214647,0.032012623,0.0003597161,0.00032164602,0.000048896818,0.0027932834,0.018250387,0.9051817,0.011943199,0.025792146,0.00049885066],"about_ca_topic_score_codex":0.00020901587,"about_ca_topic_score_gemma":0.000094663395,"teacher_disagreement_score":0.07383161,"about_ca_system_score_codex":0.000037457583,"about_ca_system_score_gemma":0.00021412804,"threshold_uncertainty_score":0.58173907},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.007150627835393412,"score_gpt":0.19307614911309073,"score_spread":0.18592552127769732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212946754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99374545,0.0010298819,0.00001080374,0.004499442,0.00007239343,0.0005172545,0.00006273231,0.000013242816,0.000048829435],"genre_scores_gemma":[0.998409,0.00009237064,0.0000060159045,0.0011275378,0.00003194752,0.000046807705,0.0000041890025,0.000018194274,0.00026394907],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984314,0.0002780292,0.00019620621,0.00036393182,0.0004577875,0.00027263415],"domain_scores_gemma":[0.99946946,0.000062364394,0.00011207897,0.00024329768,0.000027628532,0.000085179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031632296,0.00018272015,0.00022223346,0.00008596418,0.00060602685,0.000078575984,0.0002905562,0.0000420009,0.0001662072],"category_scores_gemma":[0.00008672756,0.00011155635,0.000046495967,0.0005091184,0.00031104533,0.00010325224,0.00026991943,0.00014718746,8.9847885e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031048452,0.00021921103,0.39161995,0.00015363444,0.0000678867,0.00041882688,0.013599298,0.00007564034,0.5899829,0.00054387853,0.0026007583,0.00040750104],"study_design_scores_gemma":[0.007863593,0.0023484882,0.3665245,0.00024408472,0.0006040904,0.0019626315,0.005069164,0.012934664,0.59056205,0.0009793399,0.009429654,0.0014777603],"about_ca_topic_score_codex":0.00002272455,"about_ca_topic_score_gemma":0.000011323777,"teacher_disagreement_score":0.025095446,"about_ca_system_score_codex":0.000028197359,"about_ca_system_score_gemma":0.000030200346,"threshold_uncertainty_score":0.466113},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.005124037417466363,"score_gpt":0.22582357246590173,"score_spread":0.22069953504843537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226196767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952437,0.0035044227,0.0000067765827,0.00041029186,0.000048283327,0.00022483381,0.0000775914,0.0000049387413,0.00047915912],"genre_scores_gemma":[0.9991095,0.000039648097,0.00052861974,0.00011874222,0.000023098863,0.000004017778,0.000021526133,0.000008159681,0.00014669533],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999068,0.000045528057,0.00034606273,0.00021896683,0.00016478464,0.00015660634],"domain_scores_gemma":[0.9994207,0.00002819925,0.000086984146,0.00025343423,0.00010516004,0.000105526466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015931028,0.000119382814,0.00042858496,0.00005949651,0.000035787052,0.000002807879,0.000089725465,0.00011794691,0.000105855215],"category_scores_gemma":[0.0002707406,0.000082687635,0.000093805924,0.00019796424,0.00042259428,0.000031137268,0.00020404992,0.00016488266,2.9836707e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015286957,0.00009560831,0.014329176,0.00086638075,0.000024526407,0.00008118543,0.00037812872,1.6825878e-7,0.9831831,0.00035953821,0.00007135955,0.0004579429],"study_design_scores_gemma":[0.0013869879,0.00045169165,0.07672934,0.00020654679,0.000088018656,0.00060096884,0.00036002405,0.00019283108,0.9193967,0.000471318,0.00002466226,0.00009092772],"about_ca_topic_score_codex":0.000046402605,"about_ca_topic_score_gemma":0.0000034921768,"teacher_disagreement_score":0.06378643,"about_ca_system_score_codex":0.000012480497,"about_ca_system_score_gemma":0.000084800944,"threshold_uncertainty_score":0.3371904},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.014948959537499607,"score_gpt":0.32211808775327105,"score_spread":0.30716912821577147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281758080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99625266,0.0008636303,0.00087750575,0.00079448026,0.000057942878,0.0006890495,0.00007281041,0.0000088403785,0.00038309043],"genre_scores_gemma":[0.9985637,0.000058991056,0.00068294164,0.00016529944,0.000027708176,0.00007231441,0.000006908884,0.000022730428,0.00039939265],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981225,0.0003331947,0.0006123832,0.00022445046,0.00052531465,0.00018211477],"domain_scores_gemma":[0.99886703,0.0002909689,0.00018300486,0.00047329185,0.00010100088,0.000084684565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018420237,0.000112275964,0.00042309257,0.00013526168,0.000084726955,0.0000042698484,0.000248116,0.000066069166,0.0007686479],"category_scores_gemma":[0.00016481904,0.00008790838,0.00018703571,0.00033055808,0.00029999853,0.00003785832,0.00017604716,0.00032784036,6.446196e-8],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009723783,0.00027837447,0.069244355,0.00016909714,0.00020528604,0.0000015171619,0.0013841806,0.0021285042,0.92220163,0.0003425019,0.00029540012,0.0027767888],"study_design_scores_gemma":[0.019910976,0.0070240977,0.11155769,0.00038003895,0.00048031332,0.000022353299,0.0047570006,0.4674963,0.3787875,0.0023031172,0.0067191534,0.00056145847],"about_ca_topic_score_codex":0.00025774434,"about_ca_topic_score_gemma":0.000010906636,"teacher_disagreement_score":0.5434141,"about_ca_system_score_codex":0.000045096866,"about_ca_system_score_gemma":0.0003543598,"threshold_uncertainty_score":0.8416155},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.012374583591361126,"score_gpt":0.23741011438758214,"score_spread":0.22503553079622102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309885289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971393,0.0009008187,0.00032691058,0.00035883076,0.00017763117,0.0004927857,0.000077319164,0.000007711627,0.00051869283],"genre_scores_gemma":[0.99957407,0.000032470783,0.0000076105903,0.00005384324,0.000032527114,0.000017559147,0.0000128676065,0.000008991609,0.00026006796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898505,0.00008180632,0.000259518,0.00010965534,0.0003908434,0.00017312529],"domain_scores_gemma":[0.99958485,0.000024250558,0.000051048268,0.00024127195,0.00004192199,0.00005663311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048682978,0.000071630646,0.00020676698,0.00006647372,0.00011920096,0.0000047555563,0.0001751507,0.00003303649,0.000026224276],"category_scores_gemma":[0.000022084696,0.00003978795,0.00007174841,0.0003229553,0.00008727928,0.000025953714,0.00004631791,0.00015302449,1.8204013e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024864364,0.0010160827,0.5402972,0.00828497,0.0007200493,0.00023310613,0.028155666,0.017341707,0.3747868,0.017300263,0.0062877433,0.0030899837],"study_design_scores_gemma":[0.012739571,0.0045326673,0.6521266,0.0016620159,0.0008370785,0.0013107556,0.070481524,0.21081226,0.012691996,0.00007007113,0.032111846,0.0006235864],"about_ca_topic_score_codex":0.0010279154,"about_ca_topic_score_gemma":0.000021416516,"teacher_disagreement_score":0.3620948,"about_ca_system_score_codex":0.000049209288,"about_ca_system_score_gemma":0.00009202258,"threshold_uncertainty_score":0.16225055},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.011244469320455983,"score_gpt":0.2157154421622292,"score_spread":0.20447097284177324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312190515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976051,0.00019236519,0.00009693064,0.000044422013,0.0017094384,0.00014925888,0.00006794924,0.00001242221,0.00012214296],"genre_scores_gemma":[0.9997038,0.000011585579,0.000057850764,0.000020362178,0.00006166778,0.00001546762,0.000013344879,0.000009522627,0.00010636814],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99925774,0.00017120216,0.0002214574,0.00016342897,0.000016917551,0.0001692375],"domain_scores_gemma":[0.99972373,0.000013447069,0.000073152725,0.00015725392,0.000016320315,0.00001611516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019474725,0.000100171375,0.00017454562,0.0000748436,0.00048532264,0.000012241097,0.0001327111,0.00008835874,0.0004614421],"category_scores_gemma":[0.000030764542,0.00007932953,0.00007255076,0.00016356351,0.00010423123,0.00006132632,0.00022353868,0.00020511194,0.0000010156753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002480115,0.000041122454,0.002582461,0.000008046404,0.00003174581,1.17511455e-7,0.0002047981,0.000052215102,0.99602413,0.00015321562,0.00008329444,0.0005708173],"study_design_scores_gemma":[0.0051481375,0.0009796572,0.053065434,0.000031985703,0.00016012507,0.0005011522,0.0019295204,0.001411048,0.90858936,0.00036659974,0.027284084,0.0005329114],"about_ca_topic_score_codex":0.00040067805,"about_ca_topic_score_gemma":0.000022666114,"teacher_disagreement_score":0.08743481,"about_ca_system_score_codex":0.000051969964,"about_ca_system_score_gemma":0.000047982518,"threshold_uncertainty_score":0.50524676},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.004552460577488623,"score_gpt":0.21032359410718177,"score_spread":0.20577113352969315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318617513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976873,0.000083829626,0.000040597963,0.00071064394,0.0003419553,0.00061587256,0.00047025073,0.00001631683,0.000033274173],"genre_scores_gemma":[0.99900687,0.000052784315,0.000061704486,0.00023494214,0.00003088749,0.0000139440335,0.000022349444,0.000031882617,0.0005446507],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99846447,0.0001536285,0.00047139148,0.00027758357,0.00035024184,0.00028268338],"domain_scores_gemma":[0.999279,0.00013057317,0.00017276767,0.00028018965,0.000040750656,0.000096667674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004761634,0.00021535094,0.0004948607,0.00010922013,0.000107773616,0.000006511639,0.0001987773,0.0001418553,0.000014879872],"category_scores_gemma":[0.00012311038,0.0001393019,0.00019391258,0.00026592775,0.0002501474,0.00003373478,0.000036209152,0.00017977736,1.3227759e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028189278,0.000049788687,0.0065635196,0.0005873323,0.000104490005,0.000044132237,0.0027722688,0.000005337402,0.98911315,0.00034333632,0.00008552013,0.000049223243],"study_design_scores_gemma":[0.0038984616,0.00014977761,0.056788046,0.0013677322,0.0001585912,9.1472873e-7,0.00042082032,0.000017228715,0.9367363,0.00020360631,0.00010555698,0.0001529688],"about_ca_topic_score_codex":0.000049666764,"about_ca_topic_score_gemma":0.00025236604,"teacher_disagreement_score":0.052376863,"about_ca_system_score_codex":0.000024898714,"about_ca_system_score_gemma":0.000096148164,"threshold_uncertainty_score":0.5680567},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.014853883751598488,"score_gpt":0.3104854231739062,"score_spread":0.29563153942230774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366742647","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04722029,0.06520236,0.000025469926,0.017674409,0.8635607,0.0024147313,0.0016127666,0.000034143664,0.002255173],"genre_scores_gemma":[0.0069108503,0.2746765,0.00038688947,0.0062558157,0.6258016,0.0008429843,0.0024440717,0.0005838694,0.082097396],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973105,0.00081915327,0.00042972527,0.0006233316,0.00040361987,0.00041366334],"domain_scores_gemma":[0.9986214,0.00040472025,0.00007759809,0.0005768193,0.00011915651,0.00020029934],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002754471,0.00023791485,0.0004650531,0.00021604441,0.000112662485,0.000021981656,0.0004013227,0.0008458752,0.00009759768],"category_scores_gemma":[0.010339069,0.00019347745,0.000115166746,0.00045960254,0.00044224033,0.000004528547,0.0005216514,0.0008516939,0.0000055667633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013363222,0.0000061943915,0.00044622895,0.00036416057,0.000021093672,0.000009038747,0.000103993116,6.5602256e-7,0.04585266,0.00004335848,0.95279753,0.0002214579],"study_design_scores_gemma":[0.00082408293,0.00029515364,0.00008545304,0.00067716173,0.000014871986,0.0000030783872,0.00022819564,0.000007134581,0.0009877785,0.00017434146,0.99649584,0.00020690086],"about_ca_topic_score_codex":0.00015014116,"about_ca_topic_score_gemma":0.00042276463,"teacher_disagreement_score":0.23775902,"about_ca_system_score_codex":0.00003276497,"about_ca_system_score_gemma":0.00052106194,"threshold_uncertainty_score":0.9979973},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0249029631069974,"score_gpt":0.25507410298487987,"score_spread":0.23017113987788246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378470736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994946,0.0001124282,0.00057339156,0.0021422084,0.00036757797,0.0008226138,0.00057203986,0.00021851568,0.00024520987],"genre_scores_gemma":[0.9968901,0.00016467407,0.000078129066,0.0010101884,0.000051313473,0.0000892208,0.0000059127115,0.00004286411,0.0016675425],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975865,0.00024588607,0.00044676755,0.0007395167,0.00048034548,0.0005010046],"domain_scores_gemma":[0.99840707,0.00039323576,0.00010987381,0.000649748,0.00007955264,0.000360506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004937717,0.00032219716,0.0005143733,0.00014560368,0.00073829957,0.00005523154,0.00051814044,0.00014198404,0.000069537826],"category_scores_gemma":[0.0004787346,0.00022574114,0.00021859976,0.0011143785,0.00037270074,0.00013041004,0.0002836386,0.0002550533,0.000017786322],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012286099,0.000026085872,0.00086406176,0.000056152054,0.000042675994,9.91383e-7,0.003583112,0.00025462132,0.99070245,0.0000795829,0.0038676434,0.0003997775],"study_design_scores_gemma":[0.0013202241,0.00019259428,0.00071821123,0.000022635337,0.00010153238,0.0000020950858,0.0021474108,0.0024681846,0.9889202,0.00014875717,0.003594542,0.00036361266],"about_ca_topic_score_codex":0.000015357327,"about_ca_topic_score_gemma":0.0000060312595,"teacher_disagreement_score":0.0022135633,"about_ca_system_score_codex":0.0000276551,"about_ca_system_score_gemma":0.00010091678,"threshold_uncertainty_score":0.9205457},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.014638724219217766,"score_gpt":0.23073294641599348,"score_spread":0.2160942221967757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387610251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997053,0.0012922506,0.0000072152056,0.0002308084,0.0002856566,0.00022138606,0.00079126254,0.000038341335,0.0000800692],"genre_scores_gemma":[0.99912053,0.0003717867,0.0000045233924,0.00012987695,0.00007927639,0.000012201752,0.0000033527065,0.000022617141,0.00025584368],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99837095,0.00018822869,0.000386214,0.0004316077,0.0003310067,0.00029199917],"domain_scores_gemma":[0.99923927,0.00012611035,0.00012576034,0.0003086408,0.000038746155,0.000161495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001336599,0.00022840328,0.00039357535,0.00012697336,0.00020142415,0.000040777657,0.00033800642,0.00008608797,0.00005540284],"category_scores_gemma":[0.00048877863,0.00016628868,0.00009979672,0.00035199636,0.00046977377,0.00022664847,0.00041000586,0.00017473806,0.000002369678],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016610157,0.00003167155,0.09336098,0.0001638676,0.000020879004,0.000015382397,0.0012829098,0.00015882705,0.9037242,0.0005127543,0.00020597829,0.00035643796],"study_design_scores_gemma":[0.0009549406,0.00013181048,0.63645124,0.00017102234,0.00009135562,0.000005792661,0.00011195083,0.007209208,0.35300505,0.0014376674,0.00021040927,0.00021952103],"about_ca_topic_score_codex":0.00008143505,"about_ca_topic_score_gemma":0.000037345875,"teacher_disagreement_score":0.55071914,"about_ca_system_score_codex":0.000008385754,"about_ca_system_score_gemma":0.000066947585,"threshold_uncertainty_score":0.67810553},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.00968153471540693,"score_gpt":0.27420086876958494,"score_spread":0.264519334054178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388814161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99683,0.0005641682,0.00001270064,0.0015609242,0.000064074775,0.0006148771,0.0000088007055,0.000016140564,0.000328338],"genre_scores_gemma":[0.99917954,0.00009329457,0.00002141098,0.00007805411,0.000020298516,0.000020500094,0.0000019876493,0.000010796249,0.0005741119],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991085,0.0000672045,0.00019357905,0.00015607625,0.00023865837,0.00023597873],"domain_scores_gemma":[0.99945205,0.00012899113,0.00003842476,0.00023557876,0.00006071456,0.000084223495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004090253,0.000086966,0.00025354946,0.00019270998,0.000049903294,0.000003612793,0.00011821335,0.000078358054,0.000016666612],"category_scores_gemma":[0.00082516123,0.000054363838,0.000075767144,0.0007279524,0.00022320708,0.00003631181,0.00013238897,0.0001761215,0.000004337073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031560022,0.00008243883,0.021665072,0.0008352431,0.000053630025,0.000035754285,0.001868722,0.000006862526,0.967583,0.000287311,0.0014470029,0.005819382],"study_design_scores_gemma":[0.004655206,0.0035282047,0.48027015,0.00083948084,0.00008161921,0.000025010235,0.00077971997,0.0023721894,0.50438666,0.0024346614,0.00043247253,0.00019462092],"about_ca_topic_score_codex":0.00017565268,"about_ca_topic_score_gemma":0.000025596331,"teacher_disagreement_score":0.4631963,"about_ca_system_score_codex":0.00002015696,"about_ca_system_score_gemma":0.000099907884,"threshold_uncertainty_score":0.2216893},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.0072800472764573574,"score_gpt":0.219026243124613,"score_spread":0.21174619584815563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390589898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97642887,0.018366754,0.00021078615,0.003823745,0.00023753947,0.0001533444,0.000011135903,0.000019223271,0.00074862357],"genre_scores_gemma":[0.99688184,0.00029947385,0.00027257702,0.0001402659,0.00015501487,0.000009314491,0.000002604787,0.000007759986,0.002231118],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994855,0.0000106034295,0.00009683053,0.00020093023,0.00012367927,0.00008244184],"domain_scores_gemma":[0.9997461,0.000015722046,0.0000068005606,0.00012249585,0.000029137294,0.0000797793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009076123,0.000081723745,0.00015816673,0.000027311073,0.00012327755,0.000010838675,0.000028844655,0.000026026792,0.000039131508],"category_scores_gemma":[0.00004155575,0.000042523872,0.000043564953,0.00009370202,0.00010468556,0.000023215407,0.0001062362,0.000059658018,0.0000051076895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050996075,0.00014223522,0.47100216,0.0009418024,0.005912278,0.000020983376,0.042057816,0.000009926192,0.13772836,0.0019039576,0.041024107,0.29874644],"study_design_scores_gemma":[0.00043939034,0.00025756366,0.61139613,0.00021018107,0.00032079345,0.000016531973,0.0041484525,0.000033123495,0.012533285,0.00062597235,0.36984864,0.00016993078],"about_ca_topic_score_codex":0.000044803088,"about_ca_topic_score_gemma":0.000007893131,"teacher_disagreement_score":0.32882452,"about_ca_system_score_codex":0.000009170791,"about_ca_system_score_gemma":0.000038611437,"threshold_uncertainty_score":0.17340732},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0076808017509584214,"score_gpt":0.21258685936265698,"score_spread":0.20490605761169856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392343061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868551,0.0017166415,0.00001553092,0.009687374,0.00039111407,0.0009614183,0.00023511192,0.0000071699556,0.00013053096],"genre_scores_gemma":[0.9974273,0.00023942173,0.000007800437,0.00019826452,0.00002677697,0.000029151039,3.956947e-7,0.000014639438,0.0020562457],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99830306,0.00034102972,0.00050684914,0.00031832987,0.00034363766,0.00018711509],"domain_scores_gemma":[0.9986607,0.00055439177,0.00020450125,0.00049308344,0.00005038707,0.000036958543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080134615,0.00017457182,0.00025900605,0.000057352918,0.00022648257,0.00004965983,0.00045520652,0.00008826693,0.000015640984],"category_scores_gemma":[0.0007082569,0.0000789538,0.00009108073,0.0006013092,0.0012413264,0.0000926769,0.00016946557,0.0002903803,2.1983473e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000952346,0.000018373146,0.0007374742,0.00009630306,0.00001851102,5.224071e-7,0.0026010133,0.000012124629,0.9832852,0.0051671606,0.007870785,0.000097280295],"study_design_scores_gemma":[0.00029776475,0.000096685515,0.0012756721,0.00013132447,0.000019057374,0.0000044639896,0.0010408509,0.000060725913,0.9868544,0.0012000041,0.008935774,0.00008332657],"about_ca_topic_score_codex":0.000049511586,"about_ca_topic_score_gemma":0.000039914805,"teacher_disagreement_score":0.010572196,"about_ca_system_score_codex":0.000015319285,"about_ca_system_score_gemma":0.000071474315,"threshold_uncertainty_score":0.4573719},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.011050900961889027,"score_gpt":0.2357778318810613,"score_spread":0.22472693091917229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392756970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898809,0.006032661,0.00002960482,0.00035435922,0.0004453381,0.00014537708,0.000047909896,0.000028807211,0.0030350357],"genre_scores_gemma":[0.9990657,0.00018268803,0.000011307031,0.0001234285,0.00005985281,0.000004272687,2.5475288e-7,0.000015174095,0.0005373178],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998872,0.00006733606,0.00029332584,0.00027868984,0.00026414092,0.00022449557],"domain_scores_gemma":[0.99956095,0.000062271836,0.000042119194,0.0002357063,0.000016616497,0.00008230661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027486624,0.0001288831,0.0002269417,0.000099982455,0.00008960619,0.000031611038,0.00033248687,0.00007567904,0.000085077576],"category_scores_gemma":[0.00030227748,0.00009076579,0.0001058565,0.000384478,0.00027200353,0.00016160861,0.00019142556,0.00021652196,0.0000035953308],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000420971,0.000019987492,0.0035042283,0.00039810635,0.0000101249625,0.0000133041685,0.0012816946,0.00010539859,0.986633,0.006716038,0.00038278938,0.0008932358],"study_design_scores_gemma":[0.00052055763,0.00024492736,0.004300144,0.0008107809,0.00007820041,0.00006632326,0.0001706098,0.022793906,0.9625748,0.002584843,0.005613878,0.00024102302],"about_ca_topic_score_codex":0.000097956254,"about_ca_topic_score_gemma":0.000016660684,"teacher_disagreement_score":0.02405819,"about_ca_system_score_codex":0.00001204057,"about_ca_system_score_gemma":0.00009222381,"threshold_uncertainty_score":0.37013212},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.02471612309382793,"score_gpt":0.23408082743921507,"score_spread":0.20936470434538715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393952686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988798,0.0000967079,0.00010859301,0.000059771646,0.00027636168,0.00014150092,0.00031702258,0.000011329448,0.000108909975],"genre_scores_gemma":[0.99959445,0.000029854931,0.00007672229,0.00005095592,0.000012063715,0.0000017476209,0.0000014356281,0.000013514646,0.00021923026],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987379,0.00010716843,0.00034886823,0.00032353416,0.00029995933,0.00018257988],"domain_scores_gemma":[0.9992513,0.00024266049,0.000101133825,0.00029233683,0.000037000547,0.00007555826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013757305,0.00013648484,0.00033903326,0.00029342834,0.00007445335,0.000022657478,0.0002424123,0.0000646382,0.00006349443],"category_scores_gemma":[0.00019870592,0.000098960365,0.00028178043,0.001320948,0.00017321117,0.00011356442,0.00016149774,0.00012161041,5.4590544e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019348316,0.00006146255,0.0017583647,0.00009729385,0.000027884524,0.000004634257,0.0003002854,0.005427329,0.9912676,0.0009452658,0.00006510234,0.000025426762],"study_design_scores_gemma":[0.00018328431,0.00010642501,0.0039238217,0.000055860208,0.00031587,0.000003309984,0.00006652387,0.03907164,0.95609105,0.000044964687,0.00005125859,0.00008599002],"about_ca_topic_score_codex":0.00003534827,"about_ca_topic_score_gemma":0.000019372026,"teacher_disagreement_score":0.035176553,"about_ca_system_score_codex":0.000010906188,"about_ca_system_score_gemma":0.00003098998,"threshold_uncertainty_score":0.40354866},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.010789017555166844,"score_gpt":0.25972284021845854,"score_spread":0.2489338226632917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401908595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99309933,0.0023431296,0.000027289538,0.0020175525,0.00009445744,0.00024727624,0.00006349531,0.00001740663,0.0020900494],"genre_scores_gemma":[0.9782123,0.00020360341,0.000025694872,0.00007554989,0.00004945031,0.0000049994246,0.000010655573,0.0000148955,0.021402856],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917763,0.00002972662,0.0002037702,0.0001467792,0.00029654842,0.00014553846],"domain_scores_gemma":[0.9994444,0.000040782816,0.000024296132,0.00034394983,0.000057442834,0.000089108034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033635375,0.0000879949,0.00016747224,0.000059690927,0.00011107978,0.000008076573,0.00011290495,0.00007659839,0.00043888472],"category_scores_gemma":[0.000056111498,0.00004262867,0.00014561006,0.00021287645,0.0003166125,0.00005494805,0.000051498388,0.00015292958,0.0000052589767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022966633,0.000017266813,0.010745672,0.00034372444,0.00017316327,0.0000066427765,0.0012468242,0.0000069251814,0.9731313,0.0009884182,0.0077246553,0.005385757],"study_design_scores_gemma":[0.0010755925,0.00062089483,0.098453656,0.00031615864,0.00045758727,0.00006536805,0.0005295616,0.0037709014,0.8391896,0.0009131077,0.05442518,0.00018240302],"about_ca_topic_score_codex":0.000056086083,"about_ca_topic_score_gemma":0.0000207611,"teacher_disagreement_score":0.1339417,"about_ca_system_score_codex":0.000024990642,"about_ca_system_score_gemma":0.00009294699,"threshold_uncertainty_score":0.48054796},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.006895516960830511,"score_gpt":0.23477940031449282,"score_spread":0.2278838833536623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403415942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98957163,0.0038379575,0.0015799651,0.0020475197,0.0020669634,0.00023294236,0.00022512226,0.000013565353,0.00042432695],"genre_scores_gemma":[0.9974076,0.00035932066,0.00017391652,0.0004292134,0.00026518278,0.000011908235,0.000053430085,0.000016837112,0.0012825797],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99924195,0.00010904413,0.00016945408,0.0002535777,0.00007276767,0.00015323186],"domain_scores_gemma":[0.9996419,0.000030376319,0.000027214226,0.0002078637,0.000028390285,0.00006428568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008965565,0.00011550038,0.00013593337,0.000056323755,0.00006446135,0.000027064349,0.00012874867,0.00014572112,0.00008112223],"category_scores_gemma":[0.00020617616,0.00008270638,0.000080953,0.00013971877,0.00020012575,0.0000051489424,0.00010020201,0.00010770879,0.0000023058308],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018779059,0.0000094564675,0.0012655228,0.000033617394,0.000058239508,0.000005108782,0.00063225685,0.000021117141,0.9794449,0.00044952004,0.017228587,0.0006638501],"study_design_scores_gemma":[0.0012565466,0.00073080166,0.00094647164,0.00015320943,0.00006229211,0.000038576134,0.0013296502,0.00053253205,0.8427339,0.0005756238,0.15126161,0.00037876805],"about_ca_topic_score_codex":0.00004798963,"about_ca_topic_score_gemma":0.00013708629,"teacher_disagreement_score":0.13671103,"about_ca_system_score_codex":0.000006601399,"about_ca_system_score_gemma":0.00008012753,"threshold_uncertainty_score":0.33726683},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.012740991159253787,"score_gpt":0.23780477902532948,"score_spread":0.2250637878660757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405257460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812999,0.0037104604,0.000015378177,0.003252623,0.0016624568,0.00033287585,0.00019908328,0.000052133375,0.0094751315],"genre_scores_gemma":[0.9960561,0.00040950775,0.000027994012,0.0010421878,0.0002514003,0.00000920005,0.0000010882025,0.00003589813,0.0021666314],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977937,0.00013457579,0.0005099581,0.0005114152,0.0006578702,0.0003925271],"domain_scores_gemma":[0.998507,0.00048113833,0.00015861246,0.00067942886,0.00004179324,0.00013199468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005052587,0.00027879843,0.00031255165,0.000031494572,0.0006678975,0.00012484477,0.0011172341,0.00013144246,0.00023747954],"category_scores_gemma":[0.0005573991,0.00013486554,0.00051173446,0.00057773787,0.00095353986,0.00017315657,0.000574762,0.00048699026,0.000013344781],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042631316,0.000041689676,0.0014934315,0.00017014396,0.00009503698,0.0000053695862,0.00515201,0.00028813296,0.96768916,0.002107057,0.021451997,0.0014633231],"study_design_scores_gemma":[0.0006451224,0.0001383899,0.008191406,0.00068385847,0.00033902779,0.00005958687,0.0012301769,0.020515464,0.9256006,0.008767496,0.03339443,0.0004344684],"about_ca_topic_score_codex":0.00041291333,"about_ca_topic_score_gemma":0.00003547521,"teacher_disagreement_score":0.0420886,"about_ca_system_score_codex":0.00004472201,"about_ca_system_score_gemma":0.00020382981,"threshold_uncertainty_score":0.5499657},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0907837562823076,"score_gpt":0.40013059466666884,"score_spread":0.3093468383843612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405918496","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017115999,0.97981995,0.0000038301896,0.00016928713,0.0005053239,0.0013944381,0.0003454211,0.000026903088,0.00061883096],"genre_scores_gemma":[0.06769286,0.9306563,0.000011542152,0.00012997074,0.00009444745,0.00013869198,0.0000017448742,0.00004976538,0.0012246785],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976312,0.00032396338,0.00048629974,0.0007589146,0.00033969528,0.0004599098],"domain_scores_gemma":[0.9982916,0.0011858161,0.00008440746,0.0002478028,0.00004757028,0.0001427948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007229652,0.00033700475,0.0010355605,0.00028177013,0.00028511995,0.000133596,0.00043858282,0.00023579191,0.0000140261955],"category_scores_gemma":[0.0025299005,0.00019143037,0.00029854098,0.00047392584,0.000899058,0.000083471685,0.0005997404,0.00077453855,0.0000044253425],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021412854,0.000109639805,0.00041048927,0.0445752,0.000096158416,0.000093790426,0.0012227145,1.3236195e-7,0.0025009317,0.008627147,0.001040132,0.94110954],"study_design_scores_gemma":[0.003926825,0.0041097626,0.00155634,0.036645595,0.0031358197,0.0008173425,0.0016028432,0.0007697721,0.0015206374,0.015229985,0.92792624,0.0027588538],"about_ca_topic_score_codex":0.00002946215,"about_ca_topic_score_gemma":0.000008902384,"teacher_disagreement_score":0.9383507,"about_ca_system_score_codex":0.00003988831,"about_ca_system_score_gemma":0.0002136701,"threshold_uncertainty_score":0.7806304},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.008312358525953727,"score_gpt":0.2709755673608728,"score_spread":0.26266320883491906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406342554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909776,0.0014578578,0.000005898169,0.0047731297,0.00006961722,0.00033212957,0.000042031403,0.0000041987087,0.0023375282],"genre_scores_gemma":[0.99650574,0.00014155285,0.000038664028,0.000696485,0.0000089316345,0.00000919162,0.0000027073677,0.000007282751,0.0025894733],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99908215,0.000091579444,0.0002606377,0.00016324427,0.0001992617,0.00020313311],"domain_scores_gemma":[0.99946874,0.000098008706,0.000032627988,0.00026852728,0.000060453483,0.000071664464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003756649,0.00008994733,0.00027821132,0.00021797669,0.000034363748,0.000005323366,0.00016998152,0.000075734075,0.0002241051],"category_scores_gemma":[0.0005958223,0.00006428807,0.000061480365,0.0005427695,0.00020256518,0.00006258112,0.00016654732,0.00017674422,9.1466615e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001328303,0.00021850635,0.13337606,0.00071874546,0.00010078004,0.00009383047,0.0013360594,0.000035620826,0.8078772,0.0015707592,0.05146175,0.0018823991],"study_design_scores_gemma":[0.015829315,0.000717538,0.13595179,0.0018736266,0.00012687604,0.00001785154,0.0041573485,0.003226894,0.8108023,0.004668715,0.022214245,0.00041350914],"about_ca_topic_score_codex":0.0007450678,"about_ca_topic_score_gemma":0.000198965,"teacher_disagreement_score":0.029247502,"about_ca_system_score_codex":0.000053886502,"about_ca_system_score_gemma":0.00024834933,"threshold_uncertainty_score":0.26215914},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.004213390149901593,"score_gpt":0.1995089428316192,"score_spread":0.1952955526817176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407041616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994786,0.00013636929,0.000005603595,0.0004461383,0.00026756708,0.0002849152,0.000028734004,0.00002181573,0.004022822],"genre_scores_gemma":[0.9984025,0.000016125638,0.000017074899,0.0007348147,0.000008646145,0.000005620421,0.0000039596785,0.000009442681,0.00080186065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889946,0.00006770145,0.00025015892,0.00030342175,0.00023584742,0.00024338157],"domain_scores_gemma":[0.9995234,0.00004771892,0.000057967198,0.00026542458,0.00002750916,0.000077996076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000976854,0.00015099242,0.0002294635,0.00012519481,0.00014638074,0.000027116632,0.0003071876,0.00007184984,0.000040311606],"category_scores_gemma":[0.00015903692,0.00009654134,0.00006623856,0.0006981599,0.00030034583,0.0001235111,0.0001624736,0.00017409938,0.0000024251094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004274898,0.000184093,0.9724546,0.00012632327,0.00002707164,0.00001976266,0.00034547865,0.00004707139,0.017315079,0.004291685,0.0034079333,0.00135341],"study_design_scores_gemma":[0.0023684518,0.00019684176,0.98522615,0.00016535532,0.0000408353,0.0000029276348,0.000025875297,0.00015301227,0.009444297,0.0011149821,0.0010827419,0.00017851939],"about_ca_topic_score_codex":0.000037213806,"about_ca_topic_score_gemma":0.000008097011,"teacher_disagreement_score":0.012771556,"about_ca_system_score_codex":0.00005275604,"about_ca_system_score_gemma":0.000096267584,"threshold_uncertainty_score":0.39368415},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.0064533283291952894,"score_gpt":0.23777332951358862,"score_spread":0.23132000118439333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409412433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869216,0.006806309,0.0013085137,0.0038573884,0.00034259848,0.00050524896,0.00018435412,0.00001633176,0.000057625635],"genre_scores_gemma":[0.99494255,0.00016413761,0.0001724211,0.0023763543,0.00013786096,0.000057744193,0.000026847363,0.000030515397,0.0020916022],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842674,0.0002255658,0.00031415536,0.00049222854,0.00020589071,0.0003354234],"domain_scores_gemma":[0.9986356,0.000038660444,0.00007206013,0.00089590607,0.0000788503,0.0002789624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035868265,0.00024352658,0.00018005268,0.000030558356,0.0004947222,0.00007425585,0.00058513065,0.00013170824,0.000019885209],"category_scores_gemma":[0.00038705734,0.00017067174,0.00020417346,0.00019993098,0.00039280724,0.000011468461,0.0002925783,0.0001431536,0.000001662997],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020141347,0.000048781152,0.0039929114,0.00004071647,0.00008862139,0.000004430449,0.00037299542,0.00017668486,0.98898846,0.00032458396,0.0046128524,0.0011475388],"study_design_scores_gemma":[0.00069082883,0.00009660271,0.014660574,0.00004264356,0.00015540246,0.0000037251127,0.00034959172,0.00019135413,0.9140621,0.00023425782,0.06927781,0.00023512602],"about_ca_topic_score_codex":0.000013622088,"about_ca_topic_score_gemma":0.000039290437,"teacher_disagreement_score":0.07492639,"about_ca_system_score_codex":0.000011553501,"about_ca_system_score_gemma":0.0001961791,"threshold_uncertainty_score":0.6959792},"labels":[],"label_agreement":null},{"id":"W4410403703","doi":"10.1186/s12987-025-00662-9","title":"Review of the lumbar infusion test use in pediatric populations: state-of-the-art and future perspectives","year":2025,"lang":"en","type":"review","venue":"Fluids and Barriers of the CNS","topic":"Cerebral Venous Sinus Thrombosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministerstvo Zdravotnictví Ceské Republiky","keywords":"Medicine; Neurology; Lumbar; Test (biology); Hematology; Intensive care medicine; Internal medicine; Surgery; Psychiatry; Biology","score_opus":0.020787783220069186,"score_gpt":0.2954865933309078,"score_spread":0.27469881011083863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410403703","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044523715,0.9923064,3.3921418e-7,0.0008063447,0.0002390565,0.0018106968,0.00021471584,0.00000531051,0.00016476613],"genre_scores_gemma":[0.00057945633,0.9985332,0.00006340567,0.00013408605,0.00009483642,0.000025057945,0.000008735789,0.00001982665,0.00054142176],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847186,0.00022424402,0.00065701205,0.00024807357,0.00025611062,0.00014270608],"domain_scores_gemma":[0.9985254,0.00015589807,0.0004148679,0.00069738674,0.00014573302,0.00006074149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034182493,0.0002451055,0.0012807086,0.00012879178,0.0001130875,0.000007946013,0.0002780962,0.0001472136,0.00003845878],"category_scores_gemma":[0.00156214,0.00011630836,0.0004387268,0.0009650728,0.0002444822,0.000052958603,0.00035453172,0.0003656106,3.117198e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002163279,0.0003589183,0.10633138,0.5464458,0.0003361325,0.0000017240437,0.0022406238,4.826753e-7,0.000036410525,0.000661998,0.037592128,0.30597275],"study_design_scores_gemma":[0.0008416541,0.00026888397,0.24011666,0.2875207,0.008091263,0.000047548034,0.0004315336,0.0000037964958,0.000015362115,0.00025626755,0.46197003,0.00043629413],"about_ca_topic_score_codex":0.00008816858,"about_ca_topic_score_gemma":0.00009294723,"teacher_disagreement_score":0.42437792,"about_ca_system_score_codex":0.000079086756,"about_ca_system_score_gemma":0.0004504722,"threshold_uncertainty_score":0.4742917},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.045134754463239786,"score_gpt":0.3184235514257134,"score_spread":0.2732887969624736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412153709","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046187214,0.98746055,0.0019069824,0.00042859468,0.0015551246,0.0023829683,0.00063262996,0.00011913891,0.0050521605],"genre_scores_gemma":[0.0020802668,0.9934533,0.00086218986,0.0011065073,0.00035582017,0.0004629081,0.000024031415,0.00006699823,0.0015879476],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976213,0.0004202309,0.00055046985,0.00080758915,0.00023662475,0.0003638084],"domain_scores_gemma":[0.99799097,0.0009245021,0.00029998904,0.00055911584,0.00007000054,0.00015540929],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038369428,0.00045504916,0.0011736862,0.00017056467,0.00087432103,0.0000625118,0.0006059174,0.0002883001,0.000013515697],"category_scores_gemma":[0.0058626286,0.0002701489,0.000357805,0.0009945362,0.0005818932,0.0001294497,0.0003639035,0.0004581288,1.7695227e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001231499,0.00003571857,0.00027860331,0.010089066,0.00020202326,0.0000016542169,0.0019118125,0.000010598516,0.00025973585,0.012132086,0.0054348526,0.9695207],"study_design_scores_gemma":[0.00038106734,0.0003588282,0.000018849874,0.00084073667,0.000354513,0.000010874505,0.0003656662,0.00011845736,0.00009840244,0.000696919,0.99634373,0.00041192994],"about_ca_topic_score_codex":0.0000071488266,"about_ca_topic_score_gemma":0.0000024473995,"teacher_disagreement_score":0.9909089,"about_ca_system_score_codex":0.00002636455,"about_ca_system_score_gemma":0.00026967935,"threshold_uncertainty_score":0.9999751},"labels":[],"label_agreement":null},{"id":"W4412156859","doi":"10.1186/s12987-025-00682-5","title":"Peripheral inflammatory state in idiopathic normal pressure hydrocephalus patients: a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Science Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Medicine; Neurology; Cross-sectional study; Peripheral; Hydrocephalus; Internal medicine; Pathology; Surgery; Psychiatry","score_opus":0.007581023132775383,"score_gpt":0.24882329550808666,"score_spread":0.24124227237531126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412156859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976998,0.00027067953,0.000011231742,0.000041959684,0.0005793072,0.0004587655,0.000047951966,0.000025490534,0.0008648444],"genre_scores_gemma":[0.998343,0.000019268005,0.00000249127,0.0002606338,0.00003158687,0.00002540923,6.395147e-7,0.000011770613,0.0013052002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983441,0.00015830129,0.00044664548,0.00039390518,0.00036943675,0.0002875883],"domain_scores_gemma":[0.99944407,0.00004005031,0.00008066535,0.00028051456,0.00006467511,0.000090001115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003334175,0.0001796497,0.000229659,0.0001123468,0.00032915204,0.00008608657,0.00040148068,0.00007339403,0.00006567057],"category_scores_gemma":[0.00041526736,0.0001360353,0.00008955376,0.00034901794,0.00032462578,0.00024453137,0.00031441994,0.00027495483,0.0000022100303],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023268846,0.00015327388,0.979178,0.00006967871,0.000014809502,0.000003914666,0.0011572145,0.00032274454,0.018325845,0.00032648098,0.000074645766,0.00014066603],"study_design_scores_gemma":[0.0019089696,0.00027707196,0.9859703,0.000051026884,0.000018688504,0.000003198057,0.000093300965,0.0013402629,0.009025107,0.00061680586,0.0005434989,0.00015172754],"about_ca_topic_score_codex":0.00013672633,"about_ca_topic_score_gemma":0.00008042697,"teacher_disagreement_score":0.009300739,"about_ca_system_score_codex":0.000047671085,"about_ca_system_score_gemma":0.00015658616,"threshold_uncertainty_score":0.5547359},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.008252365061782292,"score_gpt":0.27000759781394834,"score_spread":0.26175523275216606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412577956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952267,0.000911289,0.000011103575,0.0013393908,0.00006972654,0.00047814677,0.00001898208,0.000010775874,0.0019339226],"genre_scores_gemma":[0.99895865,0.000084953615,0.000037538808,0.00017408024,0.000019987507,0.000014503075,0.0000021991323,0.000010743903,0.00069735793],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99885863,0.00010044514,0.0003138447,0.0002351279,0.00024404319,0.000247904],"domain_scores_gemma":[0.99931574,0.00006739925,0.00005851202,0.00035015898,0.00011329059,0.000094904426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039990258,0.00012622357,0.00031225407,0.00024160334,0.00008274534,0.000007907758,0.00016475041,0.00011712816,0.000035989247],"category_scores_gemma":[0.0006103394,0.00008524566,0.000106953274,0.00060439255,0.00022123095,0.000061356266,0.00016220956,0.00028218506,0.000001039773],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032030762,0.00009768739,0.024189118,0.00011662943,0.000052776497,0.0000059299487,0.0006150525,0.0000042798765,0.96938884,0.0007081253,0.00007087656,0.004430379],"study_design_scores_gemma":[0.0034045356,0.0015145319,0.20657909,0.00040433218,0.00018523177,0.000020490279,0.0013203555,0.0017673386,0.78172714,0.00251059,0.000404399,0.00016196589],"about_ca_topic_score_codex":0.00031249606,"about_ca_topic_score_gemma":0.000046186808,"teacher_disagreement_score":0.1876617,"about_ca_system_score_codex":0.000025181513,"about_ca_system_score_gemma":0.00018923751,"threshold_uncertainty_score":0.3476217},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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)","score_opus":0.008562484434733212,"score_gpt":0.23604933577271173,"score_spread":0.22748685133797852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416815526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9214529,0.0014987775,0.000069886344,0.059650175,0.0033633334,0.000858526,0.00030777228,0.000029084551,0.012769559],"genre_scores_gemma":[0.9899032,0.00009470671,0.000006066326,0.005816531,0.00007048174,0.000015012019,1.4093429e-7,0.000011384292,0.00408244],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978351,0.0005925911,0.00048192183,0.0003064232,0.0004931877,0.00029076464],"domain_scores_gemma":[0.99721485,0.001026901,0.000310246,0.0012785922,0.00011880425,0.000050632596],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008695226,0.0002158845,0.00030567707,0.000029228431,0.0018835991,0.000052421452,0.0013584701,0.000093000745,0.00003268111],"category_scores_gemma":[0.0024125027,0.00007402529,0.00034521543,0.0007225146,0.0026900864,0.00007019435,0.0009785551,0.00035581953,3.858229e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003158885,0.000075832344,0.04265492,0.0002311329,0.0006311161,0.0000011076625,0.012752673,0.00006802205,0.64277744,0.18228476,0.111151055,0.007056039],"study_design_scores_gemma":[0.0010639376,0.00009243768,0.091009334,0.00022308648,0.00051761814,0.000029064566,0.0041241418,0.00013676831,0.6914737,0.017851325,0.19320856,0.0002700226],"about_ca_topic_score_codex":0.00014133012,"about_ca_topic_score_gemma":0.00006212002,"teacher_disagreement_score":0.16443343,"about_ca_system_score_codex":0.000014406067,"about_ca_system_score_gemma":0.00018220664,"threshold_uncertainty_score":0.9994158},"labels":[],"label_agreement":null},{"id":"W4417321316","doi":"10.1186/s12987-025-00746-6","title":"Uric acid and ammonia play synergistic roles in the loss of blood-brain barrier integrity in the context of hepatic encephalopathy","year":2025,"lang":"en","type":"article","venue":"Fluids and Barriers of the CNS","topic":"Barrier Structure and Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Ferring Pharmaceuticals","keywords":"Tight junction; Blood–brain barrier; Hyperuricemia; Endothelial stem cell; Uric acid; Context (archaeology); Adherens junction; Homeostasis; Viability assay","score_opus":0.009838178763185155,"score_gpt":0.23886009422991464,"score_spread":0.22902191546672948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417321316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951642,0.0019647018,0.00003773814,0.0018016392,0.00015946195,0.00027768157,0.00007907516,0.0000043148725,0.0005111584],"genre_scores_gemma":[0.99836135,0.00020735127,0.000014243723,0.0013205243,0.000014887708,0.000020237774,3.9825252e-7,0.0000046811233,0.000056307726],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984623,0.0004563099,0.0004038496,0.00024255771,0.00025332664,0.00018165143],"domain_scores_gemma":[0.9985346,0.0009027352,0.00012446604,0.00036415033,0.000041806266,0.000032233766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072892953,0.0001595192,0.0003426831,0.00011171103,0.00017668649,0.000022150532,0.00049510517,0.00007667501,0.000010019722],"category_scores_gemma":[0.001801157,0.000077059376,0.000075437325,0.00058850815,0.0012062705,0.000070611604,0.00015813812,0.00030871137,1.4099645e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000404559,0.00017292069,0.3543693,0.0004130863,0.00011117558,0.00002521997,0.06838226,0.000013289264,0.5114759,0.05697804,0.0020068416,0.0056473785],"study_design_scores_gemma":[0.0036598884,0.0006792373,0.39870408,0.0006632945,0.0004602226,0.00005708245,0.04826986,0.00042758338,0.5208835,0.022858111,0.0028511246,0.000486034],"about_ca_topic_score_codex":0.00019890195,"about_ca_topic_score_gemma":0.00037863886,"teacher_disagreement_score":0.044334754,"about_ca_system_score_codex":0.000007744409,"about_ca_system_score_gemma":0.00006862773,"threshold_uncertainty_score":0.44445542},"labels":[],"label_agreement":null}]}