{"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":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0120564625,0.0861327,0.0051580667,0.1459957,0.54564387,0.0009454661,0.0033437803,0.00087524415,0.19984873],"genre_scores_gemma":[0.044928744,0.09240526,0.0061247516,0.027849007,0.1306908,0.00077574514,0.007841087,0.00071617716,0.68866843],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989341,0.00015547477,0.00008167925,0.00016218751,0.00044330573,0.00022319997],"domain_scores_gemma":[0.99791306,0.000085265536,0.00009518864,0.000040398612,0.0008014881,0.0010646734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027162652,0.0012831533,0.0007798575,0.0015042853,0.0015892863,0.0029692433,0.000754862,0.0019154132,0.042469088],"category_scores_gemma":[0.002974494,0.0003801336,0.000773508,0.00049160776,0.0008551242,0.0016937017,0.0030085922,0.003504929,0.0204247],"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":[0.00006841507,0.000051472773,0.00081392494,0.00014742592,0.000013867549,0.00019831496,0.00012396772,0.00007865408,0.0006812161,0.000818829,0.948053,0.04895082],"study_design_scores_gemma":[0.000014481719,0.00009498996,0.003587018,0.0006227411,0.000011207726,0.00037121808,0.00022197742,0.00010474997,0.0002746074,0.00071857066,0.9939592,0.000019334635],"about_ca_topic_score_codex":0.005004005,"about_ca_topic_score_gemma":0.018510027,"teacher_disagreement_score":0.042469088,"about_ca_system_score_codex":0.00267355,"about_ca_system_score_gemma":0.0053475183,"threshold_uncertainty_score":0.14207321},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955173,0.0020984558,0.00041894714,0.00044330797,0.00016444371,0.00005344039,0.00027210018,0.00013962707,0.00089230854],"genre_scores_gemma":[0.98950875,0.0047941366,0.0010674093,0.00018564383,0.00017362655,0.00021601045,0.00045321215,0.000035835783,0.0035653966],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998074,0.000021796588,0.000016003032,0.000027445212,0.000025317446,0.000102171565],"domain_scores_gemma":[0.9995894,0.00004617328,0.0000998564,0.000041739073,0.00005118272,0.00017166339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022593146,0.00092077325,0.001270758,0.0009817057,0.0007063702,0.0003857987,0.00055884384,0.00086029345,0.0027561805],"category_scores_gemma":[0.00038182535,0.0004081085,0.00041671706,0.00037920487,0.0012390504,0.00068008265,0.00033555992,0.0021830322,0.00032406987],"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":[0.041504603,0.003550206,0.0010823515,0.0004598503,0.00008288155,0.0008339942,0.0002931571,0.00026995127,0.93548644,0.00052302703,0.0008503354,0.015063274],"study_design_scores_gemma":[0.0037289255,0.03535756,0.013611567,0.000079165264,0.00047450222,0.00059760694,0.00050062797,0.001203064,0.93927574,0.00073577045,0.0043418305,0.00009357413],"about_ca_topic_score_codex":0.003586401,"about_ca_topic_score_gemma":0.0036073287,"teacher_disagreement_score":0.003586401,"about_ca_system_score_codex":0.00045616587,"about_ca_system_score_gemma":0.0011254937,"threshold_uncertainty_score":0.009220362},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975776,0.0009373459,0.0005404434,0.00016225452,0.00005591517,0.00014036737,0.00013451217,0.000098944234,0.00035260597],"genre_scores_gemma":[0.9946879,0.0011396264,0.0017538337,0.000116680814,0.00004328792,0.00020437947,0.000353827,0.000018126879,0.0016823129],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99988866,0.000015055427,0.0000135831415,0.000020778094,0.000029663895,0.00003224469],"domain_scores_gemma":[0.99973446,0.000018118384,0.00012654878,0.0000134437305,0.00001928782,0.00008805929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016003213,0.00048988604,0.00062616525,0.0005074075,0.0003430556,0.0002311617,0.0004982228,0.0005351357,0.00072620576],"category_scores_gemma":[0.00023594723,0.0001276244,0.00033437644,0.00011274093,0.00052470714,0.00032704568,0.00028892307,0.00055424316,0.00018160086],"study_design_candidate":"observational","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":[0.004285134,0.00082376366,0.002445611,0.00024687446,0.0000527226,0.0014573507,0.00016207987,0.00009277033,0.97826093,0.000074914984,0.00038725365,0.011710561],"study_design_scores_gemma":[0.00074253016,0.043933313,0.03661602,0.000083172235,0.00019595002,0.0028045117,0.00038757926,0.00057035225,0.90686566,0.00016230102,0.007587377,0.000051338804],"about_ca_topic_score_codex":0.0012284718,"about_ca_topic_score_gemma":0.0042300946,"teacher_disagreement_score":0.0012284718,"about_ca_system_score_codex":0.0004805766,"about_ca_system_score_gemma":0.0005019799,"threshold_uncertainty_score":0.0034868717},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984432,0.0008883343,0.00018197093,0.000020007976,0.000010032148,0.000011775269,0.000043856624,0.000008645095,0.00039226518],"genre_scores_gemma":[0.9994691,0.00016261442,0.00022372454,0.000013803414,0.000010218946,0.0000060353163,0.0000680394,9.748545e-7,0.000045358862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99975604,0.00006602175,0.000049905077,0.000029672748,0.00005239972,0.000045950077],"domain_scores_gemma":[0.99936956,0.00018331953,0.00016846572,0.000019331928,0.0001096332,0.00014969839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042045937,0.00034224874,0.00029530772,0.0014829653,0.0002470208,0.00045127602,0.0001586651,0.00035161607,0.0008088062],"category_scores_gemma":[0.0016916131,0.00011105686,0.00017268382,0.0004326251,0.00034777474,0.0002015542,0.00032449895,0.00019266183,0.00022812745],"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":[0.0007509937,0.000073277115,0.96483517,0.00010627354,0.00004028464,0.0017134661,0.00023587352,0.000052519837,0.022929318,0.000021410218,0.00014971544,0.009091605],"study_design_scores_gemma":[0.000029251789,0.00061892887,0.9787837,0.000051829345,0.00004065099,0.011758326,0.0005971159,0.000489816,0.0071199867,0.000058715614,0.00044140356,0.000010132747],"about_ca_topic_score_codex":0.0007010408,"about_ca_topic_score_gemma":0.00090437743,"teacher_disagreement_score":0.0014829653,"about_ca_system_score_codex":0.00016103828,"about_ca_system_score_gemma":0.00018450446,"threshold_uncertainty_score":0.0027056932},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98954964,0.0021102042,0.007193903,0.00006088373,0.00008380771,0.00010305527,0.0002016093,0.00006510054,0.00063187245],"genre_scores_gemma":[0.98712486,0.001641733,0.009970961,0.00005627729,0.0000405894,0.00020943856,0.00033342667,0.00003592162,0.00058677385],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99857306,0.00052815035,0.00023316877,0.00019877485,0.00026947382,0.00019728177],"domain_scores_gemma":[0.9970386,0.0015219704,0.0005662636,0.00028117088,0.00036501256,0.00022699188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016930052,0.0015049952,0.0013673577,0.0004885461,0.0004776485,0.0008708992,0.0007328004,0.001048626,0.00061840244],"category_scores_gemma":[0.0017786727,0.0004656989,0.00070556457,0.00061371253,0.001026523,0.0012642508,0.0007337085,0.0010874164,0.00023435404],"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":[0.00088569085,0.00025641356,0.0014881185,0.00018850254,0.00003324847,0.00033361657,0.00026564035,0.0003757375,0.9950388,0.00007550409,0.000022797161,0.0010359136],"study_design_scores_gemma":[0.000025298215,0.003291696,0.008504254,0.000021429527,0.00012604072,0.0004565356,0.00022986328,0.0035060027,0.9833641,0.00006240093,0.00038769035,0.000024728828],"about_ca_topic_score_codex":0.0013055322,"about_ca_topic_score_gemma":0.0013183189,"teacher_disagreement_score":0.0016930052,"about_ca_system_score_codex":0.00048854353,"about_ca_system_score_gemma":0.00063734915,"threshold_uncertainty_score":0.008953631},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932556,0.0008909527,0.0033711332,0.00028282372,0.000047346963,0.00006602438,0.0008816791,0.00024785427,0.00095656817],"genre_scores_gemma":[0.98800313,0.0011203823,0.0046321834,0.00015385635,0.000031955704,0.00023733167,0.0014112528,0.00013994852,0.0042699967],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997279,0.000036930043,0.000029711387,0.000064493615,0.000063368454,0.00007757907],"domain_scores_gemma":[0.9994962,0.00006183268,0.00024129503,0.000030471512,0.00003863523,0.00013161742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029988267,0.00077938125,0.00043853128,0.0011459362,0.00046512173,0.000554038,0.00034172775,0.00082389935,0.0022051674],"category_scores_gemma":[0.00030890654,0.0003910655,0.00039168578,0.00037470934,0.00077057985,0.0004948933,0.0002985351,0.0016574868,0.00063615],"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":[0.00037546532,0.00010797377,0.00023268283,0.00003699714,0.000010199034,0.00030940064,0.00006903682,0.0000499193,0.99815446,0.00011491545,0.00007475452,0.00046413502],"study_design_scores_gemma":[0.000096931995,0.0012492002,0.008753862,0.00003489671,0.00007681998,0.0020318895,0.0001319743,0.0011929192,0.9845547,0.00022686525,0.0016306151,0.000019262041],"about_ca_topic_score_codex":0.0012165026,"about_ca_topic_score_gemma":0.002068667,"teacher_disagreement_score":0.0022051674,"about_ca_system_score_codex":0.00094416866,"about_ca_system_score_gemma":0.00038427193,"threshold_uncertainty_score":0.0073770285},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965161,0.001474957,0.0008377452,0.00011392633,0.000057116267,0.00009803705,0.00014581908,0.00016921909,0.0005869533],"genre_scores_gemma":[0.99251443,0.0024577465,0.0022288836,0.000101970865,0.00003128492,0.00014545725,0.00035077234,0.000019049348,0.0021503945],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999915,0.000008096548,0.000010010258,0.000013406747,0.000024660663,0.000028780687],"domain_scores_gemma":[0.999741,0.000015232127,0.000110072324,0.000017051432,0.00002885185,0.00008778628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013699244,0.00063908787,0.0006306935,0.0007066675,0.00029169497,0.00016975097,0.00032231142,0.00041051125,0.0011309378],"category_scores_gemma":[0.00015204868,0.00013122335,0.00027666782,0.00021119635,0.00036292497,0.00025306756,0.00024383818,0.00067240954,0.00018641869],"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":[0.0026169834,0.0014355215,0.0009150294,0.00027218106,0.00003225457,0.0007041477,0.000092134105,0.000088616835,0.9817302,0.00011246105,0.00019774419,0.011802678],"study_design_scores_gemma":[0.0009510813,0.042811066,0.023488639,0.00013935733,0.0002196243,0.0024350118,0.00042729406,0.0009718812,0.92060864,0.00025651426,0.0076393983,0.000051526436],"about_ca_topic_score_codex":0.0010123367,"about_ca_topic_score_gemma":0.0027990723,"teacher_disagreement_score":0.0011309378,"about_ca_system_score_codex":0.00022470155,"about_ca_system_score_gemma":0.00053920795,"threshold_uncertainty_score":0.0037833452},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98835504,0.0026560803,0.0075749736,0.00022857147,0.00008311201,0.0000943595,0.00007952386,0.00007252326,0.0008558798],"genre_scores_gemma":[0.9910938,0.0014740624,0.0065340544,0.000087524444,0.000041548206,0.00007772338,0.00005714944,0.000013517935,0.00062045845],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998424,0.00004887595,0.000011625985,0.000031699088,0.000032506963,0.000032742115],"domain_scores_gemma":[0.9996873,0.00013337408,0.00008646292,0.000023350276,0.000029962654,0.000039594557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039560476,0.00022334012,0.0003036605,0.00009393839,0.00011498171,0.0004908681,0.00025745548,0.00029717037,0.0010570221],"category_scores_gemma":[0.00037941727,0.000087312124,0.00022543462,0.000058741753,0.00032884185,0.0003580251,0.00016764972,0.0005197047,0.00019079408],"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":[0.00039875918,0.000060286195,0.000385617,0.000108993176,0.000009080603,0.000058285284,0.000015565847,0.00011320675,0.9929387,0.00012501696,0.00003923732,0.0057471916],"study_design_scores_gemma":[0.00008138922,0.006190012,0.0059421505,0.000030736348,0.000059010497,0.0003766006,0.000072862815,0.0024483732,0.9806636,0.000097965385,0.0040271687,0.000010109707],"about_ca_topic_score_codex":0.00028093348,"about_ca_topic_score_gemma":0.000442923,"teacher_disagreement_score":0.0010570221,"about_ca_system_score_codex":0.00026774994,"about_ca_system_score_gemma":0.00030589613,"threshold_uncertainty_score":0.0035361052},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998359,0.00050768,0.0006541306,0.000025461486,0.00001312027,0.000023900611,0.00014911154,0.00005192142,0.0002156706],"genre_scores_gemma":[0.9954574,0.000754857,0.0018593351,0.00005558071,0.000012521561,0.00011191863,0.00041411378,0.000019222141,0.001314913],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999149,0.000006073468,0.0000088053475,0.000020798168,0.000019596235,0.000029890465],"domain_scores_gemma":[0.9994073,0.000032218377,0.00030685536,0.00001901764,0.000066651155,0.00016795119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017702833,0.0005345194,0.00044437932,0.0008489034,0.00013075508,0.00016249699,0.00016937361,0.0003288356,0.00081010786],"category_scores_gemma":[0.00022660285,0.00023396802,0.00019386866,0.00019443737,0.000455556,0.00033437964,0.00018792317,0.0005810222,0.00016895293],"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":[0.00079431705,0.00013657259,0.0038325898,0.00006229797,0.00001536726,0.00061127555,0.00009182045,0.000037309746,0.9925916,0.000032680444,0.000045885252,0.0017481835],"study_design_scores_gemma":[0.000148964,0.0098025445,0.28437135,0.000037283357,0.00016167946,0.0041581052,0.00059016247,0.00076781557,0.6976891,0.00026155927,0.001947786,0.00006364646],"about_ca_topic_score_codex":0.0006770258,"about_ca_topic_score_gemma":0.000907778,"teacher_disagreement_score":0.0008489034,"about_ca_system_score_codex":0.00027768975,"about_ca_system_score_gemma":0.00027046396,"threshold_uncertainty_score":0.002710104},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770985,0.0012361703,0.017667398,0.0003137815,0.00012347393,0.00019801466,0.0012056094,0.0006574317,0.0014995511],"genre_scores_gemma":[0.93523437,0.0031938402,0.04437513,0.000199823,0.000078734636,0.0010563894,0.0024347047,0.00065830257,0.012768692],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995067,0.000060075112,0.000051298495,0.00016930386,0.0000961724,0.000116351184],"domain_scores_gemma":[0.9992805,0.00011874094,0.00031493945,0.00007131366,0.00008840258,0.00012610265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079254626,0.0012153485,0.0007655002,0.0013028503,0.00039467137,0.0006877977,0.0006386519,0.00097338564,0.0024241796],"category_scores_gemma":[0.0003228022,0.00054188893,0.0006098682,0.00036002963,0.0009307106,0.0008801596,0.00025699983,0.0019617912,0.0010334353],"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":[0.0002321167,0.0001650868,0.00011871687,0.00003257517,0.0000084587455,0.000048926133,0.000027634249,0.000052099927,0.99850357,0.0001043415,0.000050456492,0.00065612973],"study_design_scores_gemma":[0.00006699449,0.0009718551,0.0021973194,0.000011193553,0.00006125112,0.00027697723,0.00003676278,0.001583683,0.99350643,0.00008382501,0.0011890957,0.00001464737],"about_ca_topic_score_codex":0.00081867556,"about_ca_topic_score_gemma":0.0009974203,"teacher_disagreement_score":0.0024241796,"about_ca_system_score_codex":0.000721451,"about_ca_system_score_gemma":0.00035481062,"threshold_uncertainty_score":0.008109689},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99946946,0.00029796895,0.00003337993,0.000014756828,0.0000016366151,0.0000063637553,0.000015636251,0.0000026998282,0.00015813667],"genre_scores_gemma":[0.9996327,0.00013664216,0.00010672823,0.000014373356,0.0000073179426,0.0000054473794,0.000029821704,7.5402335e-7,0.00006625933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998814,0.000046475787,0.0000130439375,0.000019514118,0.00002202291,0.000017616698],"domain_scores_gemma":[0.999561,0.000076923905,0.0002235975,0.000014785468,0.000046859463,0.000076918106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022998839,0.00025052213,0.00028724244,0.00032333043,0.00012905842,0.00015338138,0.00012472697,0.00018993534,0.00047175479],"category_scores_gemma":[0.00094214414,0.000090474736,0.00011297898,0.00016019655,0.00022356512,0.00013820216,0.00009715329,0.00016370085,0.00007680375],"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":[0.016746523,0.000927403,0.8148013,0.00045407916,0.0002243206,0.0043445183,0.0007502753,0.00039435868,0.09928514,0.000028637583,0.00048820605,0.061555296],"study_design_scores_gemma":[0.00007928556,0.0030969004,0.99152255,0.000008417504,0.00005310254,0.0020284196,0.00016374058,0.00019258042,0.0026256235,0.000013214863,0.00021147897,0.000004736739],"about_ca_topic_score_codex":0.0011087107,"about_ca_topic_score_gemma":0.0018589081,"teacher_disagreement_score":0.0011087107,"about_ca_system_score_codex":0.00023319433,"about_ca_system_score_gemma":0.00013159751,"threshold_uncertainty_score":0.0022044778},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997291,0.0018428931,0.00019806919,0.000034743254,0.0000097286975,0.000008428821,0.00008045189,0.000006021716,0.00052858004],"genre_scores_gemma":[0.99774593,0.0012844163,0.00017471815,0.000048578688,0.000018735827,0.000012797967,0.00025441858,0.0000075837306,0.00045267062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997267,0.000026702106,0.000043636806,0.00006574448,0.00007104147,0.00006612932],"domain_scores_gemma":[0.99928206,0.00013319674,0.00021045732,0.000080343736,0.00011198365,0.00018198493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035245172,0.00041033243,0.0006870496,0.0009568184,0.0011239744,0.00060867023,0.0003418892,0.000653633,0.00080151897],"category_scores_gemma":[0.0012146651,0.00036325766,0.00065402215,0.00079156965,0.0005993336,0.0006828399,0.0007191573,0.00074029254,0.00048611706],"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":[0.00020946073,0.00031631277,0.946445,0.00007154818,0.00012987468,0.028658636,0.002987726,0.00022733453,0.0028501959,0.000047909863,0.00025921495,0.017796809],"study_design_scores_gemma":[0.00001732557,0.001246869,0.9421067,0.000039241244,0.00015527438,0.05173359,0.0016217146,0.00015978616,0.0012451329,0.00008685716,0.0015367342,0.000050686333],"about_ca_topic_score_codex":0.002446869,"about_ca_topic_score_gemma":0.002147454,"teacher_disagreement_score":0.002446869,"about_ca_system_score_codex":0.00037317662,"about_ca_system_score_gemma":0.00056481705,"threshold_uncertainty_score":0.0048652887},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990959,0.0003617976,0.00017688086,0.000009398322,0.0000062060085,0.000013291251,0.0000584383,0.0000088878405,0.00026915528],"genre_scores_gemma":[0.9982175,0.0005253936,0.00045978226,0.000019232217,0.000012899185,0.00004503362,0.00020025719,0.0000035029982,0.0005163787],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998635,0.000015850337,0.000016539152,0.000033930766,0.00003968683,0.00003048742],"domain_scores_gemma":[0.9996474,0.000038479528,0.00015662954,0.00001951495,0.000054546363,0.00008351345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019122953,0.00022056283,0.00039400524,0.00049292156,0.0001851168,0.0002851466,0.00013917123,0.00035648365,0.0008817372],"category_scores_gemma":[0.0003752135,0.00016405025,0.00014462238,0.00014278268,0.0004615874,0.00024693814,0.0002197972,0.00049417984,0.0003414949],"study_design_candidate":"observational","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":[0.0030910058,0.000308997,0.0566571,0.00017737063,0.000022811413,0.005022354,0.000579044,0.00009117494,0.92494947,0.00005978965,0.00015832206,0.008882575],"study_design_scores_gemma":[0.000055432138,0.01109489,0.8355338,0.00005267434,0.00010077633,0.014942177,0.0013176914,0.0005782048,0.13399157,0.00016183684,0.0021313059,0.000039758095],"about_ca_topic_score_codex":0.00032296227,"about_ca_topic_score_gemma":0.00072778016,"teacher_disagreement_score":0.0008817372,"about_ca_system_score_codex":0.00015667835,"about_ca_system_score_gemma":0.00013800897,"threshold_uncertainty_score":0.0029497147},"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":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28196895,0.028756035,0.64885676,0.001161623,0.0012931391,0.0056288387,0.008563536,0.002099921,0.021671098],"genre_scores_gemma":[0.3165419,0.017691841,0.6064668,0.0012457324,0.00027807118,0.009423292,0.029450128,0.00043291305,0.018469263],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991835,0.00009674318,0.000118709366,0.00023242299,0.00026837375,0.00010029007],"domain_scores_gemma":[0.9996106,0.00007310935,0.0000652126,0.00005337044,0.0001509204,0.000046768255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005873789,0.0010303854,0.0006144262,0.001670732,0.0005469744,0.00042176442,0.00069295993,0.00070497714,0.002204024],"category_scores_gemma":[0.00075154484,0.00025882144,0.0006402297,0.0009806784,0.00027005607,0.00041904987,0.00052055623,0.0010579262,0.0026401093],"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":[0.00006737136,0.00008865736,0.00056260556,0.00027999852,0.000027958,0.00026496407,0.000054189986,0.00006275002,0.98772484,0.00027503233,0.00046286505,0.01012891],"study_design_scores_gemma":[0.00007510359,0.00040261802,0.009783965,0.00017136971,0.00015109038,0.0020552326,0.00008094778,0.0017894862,0.94229054,0.00049146195,0.042658478,0.000049680413],"about_ca_topic_score_codex":0.00046820354,"about_ca_topic_score_gemma":0.0007464937,"teacher_disagreement_score":0.002204024,"about_ca_system_score_codex":0.00028634857,"about_ca_system_score_gemma":0.000515503,"threshold_uncertainty_score":0.007373214},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052467316,0.027139215,0.12627716,0.6445607,0.04883894,0.0005774528,0.0010665548,0.0013955396,0.097677216],"genre_scores_gemma":[0.67972946,0.029328791,0.058944374,0.122126065,0.04863377,0.0010022155,0.00093249115,0.0002672869,0.059035555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99890196,0.0002515654,0.00010661929,0.0003570538,0.00018544846,0.00019741978],"domain_scores_gemma":[0.99816316,0.0006641182,0.00028016474,0.00028358918,0.00042150263,0.00018740472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019153977,0.001035186,0.00067070196,0.00202712,0.0015822976,0.0021176664,0.0038882424,0.010010701,0.010191637],"category_scores_gemma":[0.0060187187,0.0003628932,0.0015443675,0.0010339894,0.009644263,0.0056342254,0.002424695,0.0063751796,0.0034287714],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030701712,0.0001891025,0.004446287,0.00072729157,0.00009355826,0.00989862,0.002326188,0.000688505,0.0020184084,0.9008917,0.051219262,0.02719402],"study_design_scores_gemma":[0.00039379645,0.000502844,0.002741866,0.00037423722,0.000119582655,0.04265039,0.0015690799,0.004455342,0.002079624,0.672407,0.27257177,0.0001344318],"about_ca_topic_score_codex":0.000641791,"about_ca_topic_score_gemma":0.0004896281,"teacher_disagreement_score":0.010191637,"about_ca_system_score_codex":0.0010856558,"about_ca_system_score_gemma":0.0024062158,"threshold_uncertainty_score":0.034094453},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039554934,0.9988998,0.0000359122,0.00015732876,0.000073842515,0.00001067801,0.00015542067,0.0000051484476,0.00026631303],"genre_scores_gemma":[0.0017109888,0.9978403,0.000080832295,0.00009240559,0.000083649975,0.000015378215,0.0001380954,0.0000018883757,0.000036493468],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989796,0.0001545611,0.0004864091,0.00012966203,0.00019139063,0.000058430996],"domain_scores_gemma":[0.9945251,0.0035385846,0.0012835646,0.000061933104,0.00047649455,0.000114366754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013341004,0.0010895359,0.0021925452,0.010456576,0.0003597641,0.0015184314,0.0013103479,0.0009191512,0.0049764817],"category_scores_gemma":[0.0067689084,0.00050255604,0.0021155414,0.010452235,0.0004441026,0.0019272685,0.0010096552,0.00095919747,0.00055285345],"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":[0.0002869258,0.000079900616,0.0039784294,0.4196713,0.0014986341,0.00072303734,0.00049887906,0.00036145403,0.0002781671,0.0011952026,0.023914754,0.5475133],"study_design_scores_gemma":[0.00010209109,0.00038489627,0.022945845,0.5385655,0.009520911,0.009325761,0.0009302182,0.000181222,0.00045512998,0.0014265748,0.4160751,0.00008667581],"about_ca_topic_score_codex":0.002519336,"about_ca_topic_score_gemma":0.0032123865,"teacher_disagreement_score":0.010456576,"about_ca_system_score_codex":0.0011628583,"about_ca_system_score_gemma":0.0030964687,"threshold_uncertainty_score":0.016647995},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9525072,0.0018632178,0.041253477,0.00022327685,0.00008934485,0.00016283565,0.000981608,0.0003870138,0.0025319613],"genre_scores_gemma":[0.92314655,0.0029538486,0.06262369,0.00016045803,0.0000350578,0.0004911603,0.0011542484,0.0001564707,0.009278415],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998324,0.000024385408,0.0000131519055,0.000060859977,0.000035956044,0.00003325004],"domain_scores_gemma":[0.99979347,0.000033273358,0.00007619254,0.000019414658,0.000035481917,0.000042231084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043875017,0.0006668088,0.00029829185,0.0008662864,0.00020348943,0.0002919643,0.00036710346,0.00056891906,0.0012795116],"category_scores_gemma":[0.0001105963,0.00026209286,0.00035618318,0.00023279467,0.00045109322,0.00051562383,0.00026721647,0.0008116826,0.00033088189],"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":[0.00008289376,0.000040039075,0.00012201326,0.000030983378,0.0000042134193,0.00002077263,0.000019037765,0.00005448882,0.9987758,0.0000719693,0.0000308247,0.0007469787],"study_design_scores_gemma":[0.000021963588,0.0004347275,0.0019573888,0.000009596993,0.000023867522,0.00015746604,0.00002931858,0.0013614832,0.9947621,0.00008866034,0.0011468431,0.0000066214925],"about_ca_topic_score_codex":0.0005845939,"about_ca_topic_score_gemma":0.0011808262,"teacher_disagreement_score":0.0012795116,"about_ca_system_score_codex":0.00033893305,"about_ca_system_score_gemma":0.00024939084,"threshold_uncertainty_score":0.0042803884},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988073,0.00011290972,0.000012362609,0.00030382272,0.000007820062,0.000005059727,0.000010063302,5.761103e-7,0.0007401214],"genre_scores_gemma":[0.9990916,0.00027445934,0.0000371099,0.0002099724,0.000009426171,0.0000094398365,0.000016545908,9.699311e-7,0.00035033684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987864,0.00040991607,0.00009911837,0.00008211709,0.00031929472,0.00030317815],"domain_scores_gemma":[0.98967093,0.002455446,0.0044356226,0.00015432698,0.0010147089,0.0022690245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016670054,0.00014608513,0.00018424954,0.0006783841,0.001070749,0.0011105505,0.0004306946,0.00055907643,0.0020553882],"category_scores_gemma":[0.009517859,0.00024764313,0.00027350357,0.0007039124,0.0014877015,0.0010296567,0.00087182823,0.0012747513,0.00022789746],"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":[0.00009058614,0.00038883428,0.9724067,0.000054117667,0.000020403051,0.00029233424,0.019027334,0.00005028016,0.00022126581,0.00012218748,0.00038847158,0.006937573],"study_design_scores_gemma":[0.0000061827727,0.0002933563,0.95507544,0.000079789475,0.000011842299,0.00024851988,0.04333225,0.00008638867,0.00007325149,0.000038048573,0.00074263883,0.000012260269],"about_ca_topic_score_codex":0.024016127,"about_ca_topic_score_gemma":0.043899544,"teacher_disagreement_score":0.024016127,"about_ca_system_score_codex":0.001546153,"about_ca_system_score_gemma":0.0017165851,"threshold_uncertainty_score":0.04775268},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000035003384,0.9994254,0.00003195132,0.00012544978,0.0001050604,0.0000050043127,0.000011913152,0.000002402401,0.0002577983],"genre_scores_gemma":[0.00021794549,0.9994073,0.00007451709,0.0000893553,0.00008668156,0.0000056280614,0.000015449688,6.6683646e-7,0.00010248611],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997154,0.00005931132,0.00007825631,0.000044068776,0.00008361269,0.000019215759],"domain_scores_gemma":[0.9990865,0.00059209566,0.00011761935,0.000018765653,0.00014568777,0.000039281957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084139674,0.0011955013,0.0018317263,0.004080172,0.00042581823,0.001261557,0.0011593302,0.001155105,0.0066956477],"category_scores_gemma":[0.0018797937,0.00031343353,0.0010462367,0.0032279552,0.00049898727,0.0015525676,0.0007218798,0.0014364271,0.0015434795],"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":[0.000077215685,0.00009570694,0.00017789194,0.106411345,0.0002608645,0.00027331928,0.00014621331,0.00030661788,0.0005968473,0.00253693,0.043923553,0.84519356],"study_design_scores_gemma":[0.000032222266,0.00015701789,0.0011543711,0.06156365,0.0007262283,0.0019184041,0.00014876465,0.00009696914,0.00024845652,0.0021445781,0.9317717,0.000037718484],"about_ca_topic_score_codex":0.0016183733,"about_ca_topic_score_gemma":0.0030178921,"teacher_disagreement_score":0.0066956477,"about_ca_system_score_codex":0.00068712723,"about_ca_system_score_gemma":0.0021513707,"threshold_uncertainty_score":0.022399187},"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":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009829149,0.02865785,0.0064161555,0.4494471,0.34840342,0.001692023,0.0058802143,0.0007909611,0.1488831],"genre_scores_gemma":[0.044780742,0.041381344,0.008284715,0.13530602,0.08031293,0.0026324824,0.009800813,0.000719645,0.67678136],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958935,0.0007774594,0.00016075226,0.0003496771,0.0017927422,0.0010258326],"domain_scores_gemma":[0.99418855,0.0004639591,0.00023977985,0.0001259874,0.0024135935,0.0025681276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009526548,0.001539342,0.00070688844,0.00069542724,0.0024331387,0.006389925,0.0019429678,0.0074456306,0.04784361],"category_scores_gemma":[0.005609331,0.00038783535,0.0016798994,0.00048438023,0.00091307773,0.0031214487,0.0064865025,0.006379105,0.021468563],"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":[0.00018936272,0.00015745425,0.0003017803,0.00027324408,0.000016894026,0.0002207377,0.00028464745,0.0001090241,0.0018886107,0.0018774114,0.9736615,0.021019466],"study_design_scores_gemma":[0.000028732065,0.00015903948,0.00053348014,0.0002553362,0.000015782975,0.000069171314,0.00062289275,0.00007792969,0.0008591225,0.0010088065,0.99634737,0.000022389897],"about_ca_topic_score_codex":0.0046958686,"about_ca_topic_score_gemma":0.009200864,"teacher_disagreement_score":0.04784361,"about_ca_system_score_codex":0.002545824,"about_ca_system_score_gemma":0.013379051,"threshold_uncertainty_score":0.16005278},"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":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009879117,0.16302897,0.0036285422,0.056670986,0.10127101,0.001039742,0.018127915,0.0023020543,0.6440517],"genre_scores_gemma":[0.05357239,0.15978776,0.00299835,0.01832059,0.078990124,0.00064756477,0.023526845,0.0013408337,0.6608155],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991454,0.00013229519,0.00017546366,0.000104497434,0.00035838512,0.00008399231],"domain_scores_gemma":[0.9977933,0.000350328,0.00023333737,0.00018501948,0.00078419584,0.00065377145],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010742929,0.00083450525,0.0008295414,0.0022066766,0.00081482343,0.002426494,0.0007717994,0.0010321426,0.3250356],"category_scores_gemma":[0.004837185,0.00028569737,0.0006172821,0.0011362388,0.0005315401,0.0011673043,0.002564392,0.001677736,0.17710695],"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":[0.000147799,0.000041877618,0.0008962835,0.0012304386,0.000023435497,0.0009022016,0.00008916026,0.000042130465,0.0006850199,0.0013135459,0.7813019,0.2133263],"study_design_scores_gemma":[0.000031275868,0.000036322494,0.0021609613,0.001144749,0.000012967363,0.0022379733,0.00006022398,0.000023203756,0.00030237343,0.0011267836,0.9928538,0.00000922811],"about_ca_topic_score_codex":0.0010569184,"about_ca_topic_score_gemma":0.0013643003,"teacher_disagreement_score":0.3250356,"about_ca_system_score_codex":0.0010569184,"about_ca_system_score_gemma":0.0019329811,"threshold_uncertainty_score":0.9627548},"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":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009188438,0.5306133,0.0047013224,0.055664737,0.284471,0.00037216314,0.0025988733,0.00028201233,0.11210811],"genre_scores_gemma":[0.028806401,0.26413038,0.0028239673,0.007005158,0.15294574,0.00026916162,0.0028653187,0.0002494889,0.5409044],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993506,0.00006879232,0.000052749023,0.00010802308,0.0002716889,0.00014811363],"domain_scores_gemma":[0.998628,0.00013878451,0.00008561175,0.000048916507,0.00065546314,0.00044325614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020089534,0.0014976856,0.0011376461,0.002244106,0.0014413099,0.0035043126,0.0011653778,0.0025263014,0.09629169],"category_scores_gemma":[0.0012681572,0.00035947165,0.0012841191,0.001423864,0.0007631581,0.002077053,0.0020798708,0.003361661,0.028112795],"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":[0.0011707644,0.00025784195,0.0005363771,0.001940868,0.00009885227,0.0004322498,0.00025494106,0.00020872217,0.020124204,0.0060985633,0.77657944,0.19229713],"study_design_scores_gemma":[0.000037475096,0.00020242218,0.0015294543,0.0003795709,0.000055826764,0.00024137537,0.00011837713,0.000076226424,0.005857029,0.0015411713,0.98993975,0.000021449388],"about_ca_topic_score_codex":0.0014221749,"about_ca_topic_score_gemma":0.0033594973,"teacher_disagreement_score":0.09629169,"about_ca_system_score_codex":0.0016737005,"about_ca_system_score_gemma":0.002355427,"threshold_uncertainty_score":0.32212782},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997561,0.00089182693,0.00044064425,0.00014353331,0.000057676003,0.00004237414,0.00019372294,0.00008269644,0.0005865761],"genre_scores_gemma":[0.9949457,0.00091534766,0.0010362775,0.00015258326,0.000034082084,0.0001008711,0.0003764774,0.000021923774,0.002416867],"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9999331,0.0000062934446,0.0000075522057,0.000018921386,0.000015214844,0.000018930774],"domain_scores_gemma":[0.99978095,0.000027077296,0.00006438439,0.000016235712,0.000017596158,0.00009369044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009003597,0.00030072356,0.00050818943,0.00021011055,0.00016921315,0.00025220693,0.00031211463,0.00046178148,0.0008520453],"category_scores_gemma":[0.0002266413,0.00008083641,0.00022118133,0.00004912745,0.00033655777,0.0004063193,0.00012706823,0.0006891044,0.00018052442],"study_design_candidate":"nonrandomized_trial","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":[0.00073238026,0.00018738692,0.00072326226,0.00007652687,0.000017549688,0.00048173202,0.00004283959,0.00003366394,0.9936161,0.000040023613,0.00014533928,0.0039032092],"study_design_scores_gemma":[0.00021541514,0.011005814,0.027835343,0.000037888665,0.00012286387,0.0018354335,0.00021786732,0.00062743307,0.95191187,0.0001420028,0.0060225045,0.000025591538],"about_ca_topic_score_codex":0.00073212234,"about_ca_topic_score_gemma":0.0025008721,"teacher_disagreement_score":0.0008520453,"about_ca_system_score_codex":0.00032606843,"about_ca_system_score_gemma":0.00027103908,"threshold_uncertainty_score":0.0028504133},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94601434,0.0046600364,0.036874525,0.00030897974,0.00032379437,0.00028129088,0.0015303231,0.00028520304,0.009721539],"genre_scores_gemma":[0.9730329,0.0033611257,0.016484061,0.00015555916,0.000027390395,0.00018837689,0.001880027,0.00003906628,0.0048315558],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997148,0.000053906595,0.000029888104,0.00006847839,0.00008948061,0.000043353062],"domain_scores_gemma":[0.9998951,0.000024264657,0.00001991731,0.00002034244,0.00002760618,0.000012728797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002447839,0.00034656143,0.0002646082,0.0001917925,0.00023233388,0.00043783372,0.0002851371,0.00037527757,0.0014386476],"category_scores_gemma":[0.00016163039,0.00018802102,0.00027371047,0.00011507748,0.00016566447,0.0003198067,0.00027915556,0.0010737624,0.0005211145],"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":[0.000053735308,0.000042332715,0.00020991526,0.00006469698,0.000013836754,0.00009293753,0.000065306835,0.00012597325,0.9976451,0.00041913448,0.00014825635,0.0011188228],"study_design_scores_gemma":[0.00000939586,0.00033924537,0.0015544603,0.000020778185,0.000056530967,0.0003912923,0.00005522528,0.002749067,0.98861724,0.00017125126,0.006027424,0.000008102659],"about_ca_topic_score_codex":0.0025301266,"about_ca_topic_score_gemma":0.0023722292,"teacher_disagreement_score":0.0025301266,"about_ca_system_score_codex":0.0003453956,"about_ca_system_score_gemma":0.00022692367,"threshold_uncertainty_score":0.005030751},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025342376,0.99777716,0.00014116999,0.0002168581,0.00021759165,0.000008721921,0.00002628139,0.000010400058,0.0013484095],"genre_scores_gemma":[0.0010741127,0.99766064,0.00022596118,0.00015815123,0.0001294764,0.00000978886,0.000035392284,0.0000014090253,0.0007051083],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99989223,0.000020093079,0.000015473275,0.000017050499,0.00004180033,0.000013258139],"domain_scores_gemma":[0.9998884,0.00004929535,0.000018053866,0.0000033459128,0.000028467584,0.000012403969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026943343,0.00058372953,0.00087114156,0.0014407069,0.00021401669,0.0006501343,0.00059495494,0.0007388389,0.004661057],"category_scores_gemma":[0.0003610315,0.00014120694,0.00047428362,0.0009082062,0.0002644599,0.00064356875,0.0004224517,0.0017557698,0.0018233984],"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":[0.00008784828,0.00015779023,0.00012136944,0.016809568,0.0000980672,0.0002093589,0.00006249464,0.0003025044,0.0037115663,0.0036035127,0.02131161,0.9535243],"study_design_scores_gemma":[0.00003589606,0.00022367977,0.0010993753,0.004175692,0.00015045304,0.0014212659,0.00006382484,0.000117807016,0.0008793094,0.001970512,0.98984325,0.000018850415],"about_ca_topic_score_codex":0.0005930815,"about_ca_topic_score_gemma":0.0014495115,"teacher_disagreement_score":0.004661057,"about_ca_system_score_codex":0.00032936552,"about_ca_system_score_gemma":0.000542094,"threshold_uncertainty_score":0.015592754},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9593629,0.009551483,0.011113079,0.00023017472,0.000084974075,0.000049672926,0.016643163,0.0002491354,0.0027154116],"genre_scores_gemma":[0.9678574,0.0048268163,0.0075818487,0.00041586926,0.000032064818,0.00020549909,0.012919664,0.00015988418,0.0060009146],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99976975,0.000009463935,0.00001067481,0.00011135783,0.000052555984,0.000046132576],"domain_scores_gemma":[0.9999236,0.000016154081,0.000021878723,0.00000661007,0.000015691889,0.00001593596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016043303,0.0001962923,0.0003229121,0.0005617453,0.00019911857,0.00047987,0.00012119585,0.000330092,0.0016959865],"category_scores_gemma":[0.00019972703,0.00018455707,0.00041165712,0.00037934893,0.00019921447,0.00018479003,0.00018342568,0.0005068753,0.00057830557],"study_design_candidate":"observational","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":[0.000494078,0.000019336263,0.0065762075,0.00027396917,0.00008041125,0.00022301126,0.00016019223,0.00017971826,0.9825256,0.00029521773,0.0006280949,0.008544078],"study_design_scores_gemma":[0.00009447124,0.0005779955,0.48946255,0.00018269697,0.00053959386,0.0039768605,0.0008263296,0.003993482,0.45704076,0.0008640667,0.042359445,0.000081765604],"about_ca_topic_score_codex":0.0011333077,"about_ca_topic_score_gemma":0.0015089285,"teacher_disagreement_score":0.0016959865,"about_ca_system_score_codex":0.00017678694,"about_ca_system_score_gemma":0.00017403929,"threshold_uncertainty_score":0.005673647},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013592547,0.9990558,0.00006477586,0.00020263577,0.00010855335,0.0000021152528,0.000010163104,0.000004277829,0.00041574275],"genre_scores_gemma":[0.00090832426,0.9985587,0.0000778484,0.00012202678,0.000121816556,0.000003806308,0.000015466825,6.1489897e-7,0.0001914069],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99987245,0.000027589735,0.000024765335,0.000021436374,0.000038489183,0.000015276584],"domain_scores_gemma":[0.9997552,0.00011631676,0.000039724444,0.000006549663,0.00006213525,0.00002010196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038266147,0.0005381879,0.00094833615,0.0019119149,0.00019866001,0.0007875879,0.00047246699,0.0008635745,0.0021658125],"category_scores_gemma":[0.0006220008,0.0001534873,0.00045968522,0.0012166799,0.00034376816,0.00090131105,0.00048163524,0.0010792676,0.00077146746],"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":[0.00009629624,0.00006022904,0.00041374864,0.026739607,0.00015791142,0.0003823321,0.000083661216,0.00031417498,0.0023057654,0.0030207182,0.022799596,0.9436259],"study_design_scores_gemma":[0.000028475046,0.00017925458,0.0032381504,0.009550043,0.00033333767,0.0044104178,0.00012211353,0.00016958088,0.0009429398,0.002961205,0.9780318,0.000032683096],"about_ca_topic_score_codex":0.00088146207,"about_ca_topic_score_gemma":0.001329548,"teacher_disagreement_score":0.0021658125,"about_ca_system_score_codex":0.00038959738,"about_ca_system_score_gemma":0.0008039729,"threshold_uncertainty_score":0.0072454214},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93585217,0.002681991,0.0589641,0.0001405636,0.00003915532,0.00017933939,0.00039394904,0.00010297946,0.0016457618],"genre_scores_gemma":[0.9661993,0.0017975604,0.027917402,0.00012367246,0.000019179417,0.00016349617,0.0011861054,0.000053975407,0.0025392226],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998847,0.000019311556,0.000009453918,0.000030185965,0.000033334392,0.000023030507],"domain_scores_gemma":[0.9998266,0.000043229255,0.00004459193,0.000016753836,0.000042675983,0.000026190704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029153677,0.0002963315,0.00019573086,0.00022344194,0.00011021941,0.00026849716,0.00018594612,0.00040914307,0.00070920325],"category_scores_gemma":[0.00022354421,0.00007566707,0.00022711352,0.00011590099,0.00020502742,0.00021542665,0.00014968633,0.0004974484,0.0005066321],"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":[0.0000160627,0.000012415867,0.000045479414,0.000021211843,0.0000017344075,0.000017118511,0.0000096151325,0.000036682603,0.9992434,0.000031239277,0.000015231779,0.00054980186],"study_design_scores_gemma":[0.0000048266634,0.0002728597,0.0008658263,0.00000523757,0.000009463396,0.0002353717,0.000011733083,0.0004950464,0.99641573,0.000027416405,0.0016541204,0.0000022468985],"about_ca_topic_score_codex":0.0002830723,"about_ca_topic_score_gemma":0.00022105948,"teacher_disagreement_score":0.00070920325,"about_ca_system_score_codex":0.00029232696,"about_ca_system_score_gemma":0.00015632945,"threshold_uncertainty_score":0.0023725033},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879703,0.0010179478,0.007118407,0.00016395349,0.00034329228,0.0005324901,0.00075759867,0.000125417,0.001970652],"genre_scores_gemma":[0.9725174,0.0017317205,0.0168622,0.0001260431,0.00007879568,0.0014662216,0.0012082316,0.000032469794,0.0059769605],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997806,0.000033155728,0.000023523178,0.000043164197,0.00006505298,0.000054589334],"domain_scores_gemma":[0.99973315,0.000033828124,0.0000773633,0.000039816874,0.000033055716,0.000082811086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035452525,0.00072186475,0.0006072616,0.00060496305,0.00028256132,0.00040825244,0.00039803545,0.0006497654,0.0027768894],"category_scores_gemma":[0.00012822553,0.00021060275,0.00032812846,0.00019968933,0.0006332699,0.00045930545,0.00041640396,0.0010148779,0.000587204],"study_design_candidate":"simulation_or_modeling","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":[0.00061912625,0.00074001687,0.00077731034,0.00012302354,0.000017035578,0.0007287441,0.0000607276,0.000118427415,0.9941028,0.0002535892,0.00021465983,0.0022446439],"study_design_scores_gemma":[0.0005066438,0.03302753,0.016835192,0.00011397806,0.00012940238,0.008249291,0.00039478764,0.00291337,0.92575556,0.00048491725,0.011523031,0.00006628384],"about_ca_topic_score_codex":0.00034237668,"about_ca_topic_score_gemma":0.00066992105,"teacher_disagreement_score":0.0027768894,"about_ca_system_score_codex":0.00027145856,"about_ca_system_score_gemma":0.00050429796,"threshold_uncertainty_score":0.009289622},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994541,0.00019005591,0.000051216215,0.0000075638072,0.0000034140382,0.000015472488,0.00015349116,0.0000013423863,0.0001232755],"genre_scores_gemma":[0.99939835,0.00011140143,0.00007629648,0.00002176213,0.000012290222,0.000017768662,0.00030281872,0.0000020424948,0.000057266447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934477,0.00009449844,0.00009644823,0.00023719645,0.000117345975,0.00010968255],"domain_scores_gemma":[0.9982779,0.00032976814,0.0007280708,0.0001410357,0.00021009911,0.0003131378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005495811,0.0003608588,0.00067125546,0.0012416627,0.0007881559,0.0007909367,0.0003769448,0.00051877723,0.0016055423],"category_scores_gemma":[0.0018112211,0.00046754282,0.00041241993,0.0013446048,0.000471628,0.00058229367,0.00058020867,0.00043937066,0.00034581532],"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":[0.00008967655,0.0000324856,0.9980083,0.000015267657,0.000015972591,0.00088832935,0.00014330189,0.000008344322,0.00028214953,0.000006922629,0.000038418377,0.00047072122],"study_design_scores_gemma":[0.000009758528,0.00040290493,0.9939585,0.00001245312,0.000033044453,0.004379082,0.00076122227,0.0000525344,0.00011410001,0.000013914948,0.00025630355,0.0000063336593],"about_ca_topic_score_codex":0.0017658217,"about_ca_topic_score_gemma":0.0015895973,"teacher_disagreement_score":0.0017658217,"about_ca_system_score_codex":0.00043252343,"about_ca_system_score_gemma":0.00048800852,"threshold_uncertainty_score":0.0053710938},"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":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013226254,0.22637971,0.007356291,0.054864775,0.5050433,0.00088450004,0.0045098537,0.0009114221,0.18682377],"genre_scores_gemma":[0.03177371,0.092331596,0.0022526556,0.009100462,0.1981912,0.00061586703,0.0046902183,0.00048318892,0.6605611],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994205,0.00009709669,0.000038660535,0.0001229669,0.00020309308,0.00011773253],"domain_scores_gemma":[0.9990606,0.000087519365,0.000062122344,0.000032470052,0.0003671941,0.00039005856],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001338388,0.0017653283,0.00096707116,0.0013129307,0.0009119601,0.0029592544,0.0014138308,0.0027504025,0.13685842],"category_scores_gemma":[0.001032962,0.00029770544,0.00109124,0.0006112095,0.00037772814,0.001440654,0.0021311876,0.0022007464,0.062263552],"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":[0.0010876822,0.00020911984,0.0003429292,0.0012568736,0.00005649341,0.00024061101,0.00007869369,0.0001975324,0.009855703,0.0015052868,0.86322033,0.121948615],"study_design_scores_gemma":[0.000055327127,0.00020473235,0.0011195295,0.00024722933,0.000046553603,0.00014960009,0.00004329584,0.00017327536,0.0020080416,0.0006107104,0.99532545,0.000016375923],"about_ca_topic_score_codex":0.0007482376,"about_ca_topic_score_gemma":0.0012144794,"teacher_disagreement_score":0.8631416,"about_ca_system_score_codex":0.0010827513,"about_ca_system_score_gemma":0.0010531719,"threshold_uncertainty_score":0.45783705},"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":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29385546,0.31607473,0.0045330003,0.056835014,0.0794526,0.0020403578,0.024775134,0.000988378,0.22144547],"genre_scores_gemma":[0.42075595,0.22753197,0.0033364506,0.008178647,0.06251326,0.0008690194,0.03475044,0.0004454253,0.24161887],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963474,0.00004949102,0.00008826482,0.000046157857,0.000117505464,0.00006377193],"domain_scores_gemma":[0.9991928,0.000070826,0.00015936991,0.000026031783,0.00030133835,0.00024959943],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008077653,0.00076693384,0.0005630854,0.0020532745,0.0006897923,0.0009520965,0.0004952552,0.0005767371,0.035030305],"category_scores_gemma":[0.0009382841,0.00018709949,0.00048336852,0.0008038676,0.00036896265,0.00054329383,0.0012674648,0.0006664812,0.010899417],"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":[0.0006358333,0.00016513736,0.075134866,0.002210586,0.00015862547,0.005852043,0.00027110704,0.00011332495,0.0035827125,0.0004940827,0.6526575,0.25872418],"study_design_scores_gemma":[0.00012480216,0.000454715,0.2386625,0.0036113928,0.00018529102,0.024281392,0.00052883103,0.00031672604,0.0023734344,0.0006753603,0.7287316,0.00005390101],"about_ca_topic_score_codex":0.002078718,"about_ca_topic_score_gemma":0.0034790158,"teacher_disagreement_score":0.9649697,"about_ca_system_score_codex":0.0008168035,"about_ca_system_score_gemma":0.0013691318,"threshold_uncertainty_score":0.11718804},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977871,0.0009524859,0.00072291715,0.000026201118,0.000010703603,0.000012125163,0.000080815655,0.000019996316,0.00038760118],"genre_scores_gemma":[0.99777955,0.00092423375,0.0008103515,0.000026880592,0.000021574746,0.000018901732,0.000166685,0.000004849716,0.00024700104],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99986315,0.000020905723,0.000015441385,0.000032858756,0.00004234954,0.000025231646],"domain_scores_gemma":[0.99960166,0.000031351075,0.000266598,0.000015185162,0.000029081684,0.000056183897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014808834,0.0003655611,0.00026398603,0.00042383466,0.00012306686,0.0001680024,0.00012542563,0.0002579265,0.0010643825],"category_scores_gemma":[0.00022718066,0.00011519318,0.00016198757,0.00020905583,0.0005481795,0.00018598638,0.00024009764,0.00029219515,0.0001491425],"study_design_candidate":"observational","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":[0.0008436375,0.00014095599,0.041698575,0.00039646332,0.00006439603,0.013402189,0.00017607994,0.00008483545,0.9342123,0.00022522533,0.000236847,0.008518604],"study_design_scores_gemma":[0.00007535956,0.003119648,0.7706227,0.00011984578,0.00014907667,0.08009591,0.00038308228,0.000725325,0.14083874,0.0006341027,0.003209747,0.000026486714],"about_ca_topic_score_codex":0.00017811991,"about_ca_topic_score_gemma":0.00027197614,"teacher_disagreement_score":0.0010643825,"about_ca_system_score_codex":0.00013582144,"about_ca_system_score_gemma":0.00017255609,"threshold_uncertainty_score":0.0035607219},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934297,0.0048683644,0.0002345113,0.000030276398,0.000019612335,0.000019713596,0.0005525997,0.000020757645,0.00082445116],"genre_scores_gemma":[0.99741,0.0011702809,0.00047077227,0.00003677926,0.000015809483,0.000023108687,0.00059558515,0.000004056364,0.00027374402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999813,0.000043930828,0.000020336056,0.000032085813,0.00005701996,0.000033670407],"domain_scores_gemma":[0.99976116,0.000032871667,0.0000784004,0.000010269224,0.000065132044,0.0000521547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022302454,0.00042793728,0.0004181022,0.0009579203,0.0002466739,0.00040538787,0.00017555198,0.00023784768,0.0005650904],"category_scores_gemma":[0.00082666083,0.00009734005,0.00014354277,0.0005928396,0.00020838,0.00010111972,0.00018453384,0.00022409609,0.00022348795],"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":[0.0045088814,0.00022792678,0.8038936,0.00039707,0.0002175291,0.0053782314,0.0011000293,0.00021646767,0.15194379,0.00016055537,0.000500881,0.031455055],"study_design_scores_gemma":[0.000015203599,0.0014650277,0.9657499,0.000044641485,0.000096724754,0.0065776245,0.00057504576,0.0004004414,0.023060242,0.000077580924,0.0019214617,0.000016046446],"about_ca_topic_score_codex":0.0015105028,"about_ca_topic_score_gemma":0.0008327366,"teacher_disagreement_score":0.0015105028,"about_ca_system_score_codex":0.00020831286,"about_ca_system_score_gemma":0.00019633908,"threshold_uncertainty_score":0.0030034184},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9166565,0.019191086,0.056458835,0.00036725728,0.0002642394,0.00086507114,0.0007867752,0.00063075323,0.00477958],"genre_scores_gemma":[0.97337806,0.008178545,0.01577519,0.00013239087,0.000026078857,0.00049637654,0.00061685307,0.000054421573,0.0013420489],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996816,0.000092550166,0.0000264005,0.000041220108,0.00010383211,0.0000544339],"domain_scores_gemma":[0.9998491,0.000022432318,0.00003932709,0.000012671564,0.000049000566,0.000027429976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005627901,0.00054983044,0.00043218362,0.0005130945,0.0001714551,0.00040137407,0.000269427,0.00043156775,0.00086016924],"category_scores_gemma":[0.00025885671,0.00017487534,0.0003038186,0.00025627165,0.00022191348,0.00042092014,0.00025729134,0.0008106893,0.00025565567],"study_design_candidate":"simulation_or_modeling","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":[0.00039718192,0.00029191148,0.0005266683,0.00027302327,0.000024512645,0.00019147072,0.000056751,0.00052983325,0.9884412,0.00022137717,0.0002493515,0.008796715],"study_design_scores_gemma":[0.000040548188,0.0061251083,0.006090936,0.000035612273,0.00013744041,0.0007690377,0.00009572439,0.0057798666,0.9754783,0.0002349227,0.005189381,0.00002306034],"about_ca_topic_score_codex":0.00086178,"about_ca_topic_score_gemma":0.0011884709,"teacher_disagreement_score":0.00086178,"about_ca_system_score_codex":0.0002895192,"about_ca_system_score_gemma":0.0004029705,"threshold_uncertainty_score":0.002976358},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97019523,0.00806027,0.016178818,0.00024909386,0.00008503775,0.000095413016,0.0015211098,0.00028533625,0.0033297658],"genre_scores_gemma":[0.95904636,0.0043626754,0.026355758,0.00011128865,0.000024935465,0.00016148067,0.0016608225,0.00011476976,0.0081619695],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973446,0.000021468397,0.000027046177,0.000107887674,0.00005895564,0.00005009855],"domain_scores_gemma":[0.9996401,0.000030198331,0.00014377074,0.000033482494,0.00007140903,0.000081156526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019377605,0.00066546665,0.00025071402,0.0011396697,0.00028493954,0.00047412567,0.0004217729,0.00054141344,0.0012232822],"category_scores_gemma":[0.00013346721,0.00030506667,0.00037513147,0.00018549792,0.00056255254,0.00050264876,0.00036976003,0.000878357,0.0006693234],"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":[0.00013069004,0.0000264612,0.00039312014,0.00006596379,0.0000101678215,0.00014246398,0.000038535716,0.000063939406,0.99763215,0.00024679385,0.000039593546,0.0012100439],"study_design_scores_gemma":[0.00003531355,0.00064229855,0.00870905,0.00006093052,0.00009074891,0.0016934478,0.00012447749,0.0012452257,0.98004675,0.00031234726,0.007026871,0.000012626235],"about_ca_topic_score_codex":0.0016140275,"about_ca_topic_score_gemma":0.0022467938,"teacher_disagreement_score":0.0016140275,"about_ca_system_score_codex":0.0008083124,"about_ca_system_score_gemma":0.00047586518,"threshold_uncertainty_score":0.0058647394},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93207854,0.0037554787,0.060949378,0.0001679912,0.00006161425,0.00018028481,0.0010393297,0.00047789246,0.0012894227],"genre_scores_gemma":[0.8734293,0.002265158,0.12158417,0.0002057463,0.000053409934,0.00021296804,0.0014006782,0.00007463735,0.00077389355],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990808,0.0002447429,0.000066088236,0.00025852097,0.0002787,0.00007117624],"domain_scores_gemma":[0.99952316,0.00017413197,0.00009884342,0.000041410134,0.00012906079,0.00003334402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009884494,0.0008436494,0.0006125093,0.0013887852,0.00030998423,0.0009532529,0.00034895405,0.0006282135,0.0005886135],"category_scores_gemma":[0.0012722161,0.00031033673,0.0006966833,0.0006690552,0.00045974043,0.0003800189,0.0005498742,0.00039790495,0.0006376651],"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":[0.00022160618,0.00006247716,0.011768205,0.0001708841,0.00006728464,0.000043658532,0.000066263856,0.00061692833,0.96990955,0.000045274555,0.00006315221,0.016964698],"study_design_scores_gemma":[0.000020136084,0.0013614211,0.044289973,0.00005647127,0.00025351666,0.0011561264,0.00017285878,0.016000437,0.93467313,0.00031474116,0.0016351838,0.00006597144],"about_ca_topic_score_codex":0.000426604,"about_ca_topic_score_gemma":0.0007309999,"teacher_disagreement_score":0.0013887852,"about_ca_system_score_codex":0.00027565518,"about_ca_system_score_gemma":0.00038842182,"threshold_uncertainty_score":0.005227506},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965995,0.0018177788,0.0007397115,0.00005934021,0.000017190543,0.000018245912,0.00019913755,0.000010378377,0.00053865265],"genre_scores_gemma":[0.9966009,0.0010458315,0.0012957628,0.000062446445,0.000009624842,0.00004111378,0.00027932797,0.0000034996272,0.00066146854],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998085,0.00005504783,0.00001545691,0.000028214768,0.000036004734,0.000056801244],"domain_scores_gemma":[0.99990904,0.000026681011,0.000019235524,0.000008066842,0.000020415839,0.000016666832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016976036,0.00012451284,0.00019404174,0.00010411877,0.00010228785,0.00022322942,0.00008707084,0.00020353076,0.0011168316],"category_scores_gemma":[0.00016497937,0.00008719763,0.00021572057,0.0000946898,0.00013955834,0.00016990771,0.00013543371,0.00037983747,0.00021518893],"study_design_candidate":"observational","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":[0.0004792338,0.00006603733,0.0008797675,0.00010198462,0.000011397835,0.00009885989,0.00004864372,0.000080195656,0.9958379,0.00006352626,0.000046521727,0.0022858302],"study_design_scores_gemma":[0.000038579725,0.0021266234,0.039015662,0.000025726735,0.00005284283,0.0004501959,0.00020551741,0.0015771474,0.95393646,0.00009207941,0.0024658786,0.000013393649],"about_ca_topic_score_codex":0.0005360789,"about_ca_topic_score_gemma":0.00054560986,"teacher_disagreement_score":0.0011168316,"about_ca_system_score_codex":0.00018370748,"about_ca_system_score_gemma":0.00012421103,"threshold_uncertainty_score":0.003736198},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000041452386,0.088696584,0.00011445511,0.028361648,0.8806727,0.000014151428,0.000041720923,0.00003831957,0.0020189674],"genre_scores_gemma":[0.00042754167,0.069471076,0.0001397532,0.035027284,0.8839465,0.00001928735,0.000067516594,0.000046111967,0.010854875],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767905,0.00047535583,0.00028464056,0.000295368,0.0010962319,0.00016945002],"domain_scores_gemma":[0.9918588,0.0028325554,0.000570993,0.0001386751,0.0030750663,0.0015239554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003727486,0.0024967433,0.0027189497,0.0029310388,0.0018285512,0.006021909,0.001874677,0.006267808,0.013672864],"category_scores_gemma":[0.010149015,0.00079181406,0.0013230949,0.0015969176,0.0015664628,0.0051240083,0.0016665895,0.0110516595,0.013051626],"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":[0.000034418696,0.000010315058,0.000020529636,0.00051511877,0.000013469057,0.000076533564,0.000016641858,0.000016773614,0.00007177297,0.0003672462,0.9858439,0.0130132185],"study_design_scores_gemma":[0.000024017492,0.000025275425,0.00012811094,0.00083563407,0.000026135041,0.00038869306,0.000039415343,0.000032723838,0.00005631264,0.0006564624,0.9977749,0.000012342105],"about_ca_topic_score_codex":0.0010179039,"about_ca_topic_score_gemma":0.0028484087,"teacher_disagreement_score":0.013672864,"about_ca_system_score_codex":0.0022896095,"about_ca_system_score_gemma":0.00283035,"threshold_uncertainty_score":0.045740247},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94562197,0.0033995828,0.048804175,0.00009034362,0.000048147896,0.00014867159,0.00062647427,0.00021831499,0.0010423006],"genre_scores_gemma":[0.9628572,0.0029631355,0.031546097,0.000051285417,0.000012026608,0.00020099035,0.00088458956,0.000052154584,0.0014324305],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972886,0.00006407606,0.00004041851,0.000062875195,0.00006261705,0.000041155163],"domain_scores_gemma":[0.9998134,0.00005414496,0.000050856626,0.000026353668,0.000030958534,0.000024320867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005360579,0.00065118197,0.0003889044,0.00052382937,0.00012985872,0.00044035772,0.0003217238,0.0006183759,0.0005338905],"category_scores_gemma":[0.00024605566,0.00018827558,0.00033664278,0.00026203512,0.0002489155,0.00039307596,0.00024356888,0.00073522556,0.0002540464],"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":[0.000020557341,0.000015325528,0.000059031856,0.000019875364,0.000002312101,0.000019533236,0.000008093009,0.00005838815,0.9994454,0.000048342274,0.0000065687605,0.00029652967],"study_design_scores_gemma":[0.0000034069465,0.00022290222,0.0009296091,0.000003959665,0.000015243021,0.00010431089,0.000011423204,0.0012092529,0.9968284,0.00004003642,0.00062766904,0.000003828101],"about_ca_topic_score_codex":0.0005495046,"about_ca_topic_score_gemma":0.00042239876,"teacher_disagreement_score":0.00065118197,"about_ca_system_score_codex":0.00025718316,"about_ca_system_score_gemma":0.00013041527,"threshold_uncertainty_score":0.0028349757},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989293,0.00068942376,0.00007963497,0.000014921684,0.000004421703,0.000004971355,0.00008040626,0.0000039373112,0.00019292654],"genre_scores_gemma":[0.99915636,0.00024391951,0.00031367745,0.000019038374,0.000012720508,0.000010554495,0.00014087699,0.0000013034173,0.00010163308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998323,0.00002958442,0.000028267745,0.000040239374,0.000034462246,0.000035210185],"domain_scores_gemma":[0.99938846,0.00012848907,0.00028076908,0.000017923665,0.00008806459,0.00009622725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031067122,0.00036212374,0.00034886293,0.0010397052,0.00029619026,0.0004976136,0.00014859557,0.0003269216,0.0010787931],"category_scores_gemma":[0.0011961038,0.00013573327,0.00016363984,0.00053331675,0.00031227147,0.00029465609,0.00033634095,0.00024914558,0.00017199201],"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":[0.0009558283,0.00007124825,0.9771622,0.00012047287,0.000067338166,0.0006867536,0.0003292413,0.000048030466,0.014345166,0.000030203819,0.0001723972,0.0060112053],"study_design_scores_gemma":[0.000024244187,0.00038873727,0.9924063,0.000027971711,0.00006147685,0.0026826465,0.00042429628,0.00015395449,0.0034237488,0.00007167064,0.0003280415,0.000006887868],"about_ca_topic_score_codex":0.00097193447,"about_ca_topic_score_gemma":0.0012445558,"teacher_disagreement_score":0.0010787931,"about_ca_system_score_codex":0.00029676067,"about_ca_system_score_gemma":0.00025601205,"threshold_uncertainty_score":0.0036088824},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786879,0.017778682,0.0018036092,0.00025468227,0.00007070053,0.00003400755,0.00037224655,0.0000991031,0.0008991038],"genre_scores_gemma":[0.99238914,0.0047860206,0.0016585473,0.00007137201,0.000017236336,0.00002712994,0.00024473664,0.0000073142037,0.00079851266],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999484,0.000009377724,0.000005571346,0.000012492065,0.0000107510805,0.000013358491],"domain_scores_gemma":[0.99990153,0.000011581411,0.000028536999,0.000007998741,0.000029282184,0.00002111133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010202454,0.0002693931,0.0002950229,0.00029787066,0.00013783787,0.00013692428,0.0001781819,0.00023320099,0.0010894933],"category_scores_gemma":[0.00012966865,0.000076078315,0.00019940679,0.00014458458,0.0001792348,0.00016281944,0.00012217191,0.00027686497,0.000127503],"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":[0.0013469134,0.00007148547,0.00076109066,0.0002888039,0.000023452812,0.00020118832,0.000048021597,0.000045046814,0.98931956,0.000049855145,0.000109334236,0.0077351164],"study_design_scores_gemma":[0.000093945244,0.0029112652,0.019103754,0.00005654889,0.00013351573,0.0007997494,0.000143488,0.000527928,0.97125614,0.00015978613,0.004803389,0.000010550039],"about_ca_topic_score_codex":0.0013657673,"about_ca_topic_score_gemma":0.0016907696,"teacher_disagreement_score":0.0013657673,"about_ca_system_score_codex":0.00018091834,"about_ca_system_score_gemma":0.0001725482,"threshold_uncertainty_score":0.0036447048},"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":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012278607,0.9966168,0.0001742166,0.0006333657,0.00021310034,0.0000030684923,0.0000588982,0.000008635216,0.0010640273],"genre_scores_gemma":[0.0073564453,0.99050784,0.0002346698,0.00037962542,0.00050020794,0.000006797276,0.00008229707,0.000004192787,0.0009278309],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997656,0.000051262872,0.00003890138,0.00006066209,0.000054670516,0.000028934232],"domain_scores_gemma":[0.9996953,0.00016924394,0.000048844395,0.000008444147,0.000060003073,0.000018265031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003384276,0.0004913393,0.00083199306,0.0013024322,0.00030347845,0.0014246806,0.0004949964,0.0007140726,0.0028802715],"category_scores_gemma":[0.0007320672,0.00018573295,0.00043950597,0.0011577014,0.00075213844,0.0010203283,0.0006548174,0.0009882221,0.0005824277],"study_design_candidate":"observational","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":[0.0003238143,0.0000750965,0.004639983,0.01646292,0.0003050623,0.0013468468,0.0008805191,0.00045963316,0.0053938054,0.008917302,0.03014166,0.93105334],"study_design_scores_gemma":[0.000017644436,0.00031671076,0.020858726,0.008618079,0.00047483426,0.008545522,0.0009574739,0.00021681772,0.002051734,0.009760907,0.94809777,0.000083716724],"about_ca_topic_score_codex":0.0019462836,"about_ca_topic_score_gemma":0.0023268291,"teacher_disagreement_score":0.0028802715,"about_ca_system_score_codex":0.0005415613,"about_ca_system_score_gemma":0.00086406345,"threshold_uncertainty_score":0.009635508},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96943563,0.0026831161,0.021765731,0.00022530786,0.000074286676,0.00008933907,0.0038759212,0.0004405928,0.0014101525],"genre_scores_gemma":[0.9047998,0.005755221,0.069488056,0.0004448571,0.000056439498,0.00033272532,0.011676618,0.0005391286,0.0069071706],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99977106,0.000017943958,0.00001628968,0.00009799549,0.00005328863,0.000043438566],"domain_scores_gemma":[0.9997844,0.000022119193,0.00007975628,0.000022901957,0.000038403487,0.00005245681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038553085,0.0006593604,0.00030733435,0.0010739282,0.00022658943,0.00043675012,0.00028913855,0.00047224294,0.00087808765],"category_scores_gemma":[0.00017749702,0.00029006074,0.0006480733,0.0004190177,0.00025280737,0.00031998634,0.00036750687,0.00063041947,0.00047675465],"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":[0.00012208062,0.000011396816,0.0004969496,0.000036831363,0.00001640719,0.000024751142,0.000015336911,0.000022329958,0.99786323,0.00004045257,0.000047939673,0.0013022532],"study_design_scores_gemma":[0.000036491372,0.0004800533,0.075107485,0.00004381797,0.00023004827,0.0010207595,0.0000792975,0.0018503064,0.91452456,0.00016308713,0.0064365882,0.000027512107],"about_ca_topic_score_codex":0.000633679,"about_ca_topic_score_gemma":0.0010227667,"teacher_disagreement_score":0.0010739282,"about_ca_system_score_codex":0.00028062752,"about_ca_system_score_gemma":0.00021329676,"threshold_uncertainty_score":0.0029374957},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993212,0.0003585123,0.00006247278,0.000011269574,0.000003934441,0.0000061980318,0.000038759095,0.0000023604182,0.00019521861],"genre_scores_gemma":[0.9996151,0.000183295,0.00008833306,0.0000075797866,0.0000074856803,0.0000034990048,0.00006767345,5.601212e-7,0.00002643603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998605,0.000034369874,0.00002104925,0.000023268065,0.000033469543,0.000027234324],"domain_scores_gemma":[0.9995029,0.00009311975,0.0002639685,0.000015849035,0.000051511062,0.0000727556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029824607,0.00025273193,0.00027219873,0.00085520605,0.00030711028,0.00021826725,0.0001609497,0.00017328124,0.00064798],"category_scores_gemma":[0.0011581976,0.00007953151,0.00012764824,0.00044425542,0.00033211597,0.0001879099,0.00032427168,0.0001473456,0.000067673056],"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":[0.00036030606,0.000040365972,0.9842673,0.00007375716,0.00002626088,0.0017383124,0.00024256593,0.00008241618,0.0016833029,0.000019058227,0.00016057004,0.011305921],"study_design_scores_gemma":[0.000009404036,0.00034670244,0.9879386,0.000026896765,0.000026273901,0.010563441,0.00026543622,0.00015998613,0.0003572089,0.00006534166,0.0002357293,0.000005011871],"about_ca_topic_score_codex":0.001680596,"about_ca_topic_score_gemma":0.0017777493,"teacher_disagreement_score":0.001680596,"about_ca_system_score_codex":0.00024242784,"about_ca_system_score_gemma":0.0002132075,"threshold_uncertainty_score":0.0033416748},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864867,0.00060570805,0.010956535,0.000018980265,0.000011126321,0.0000297987,0.0005855292,0.00004942092,0.0012561753],"genre_scores_gemma":[0.9885798,0.00033036794,0.008496487,0.000030616997,0.000006821739,0.000058506645,0.00067754555,0.000019625062,0.0018002326],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991786,0.0000048092716,0.0000075399143,0.000030245057,0.000026194644,0.000013297949],"domain_scores_gemma":[0.99991214,0.000018026525,0.000017597746,0.000012936545,0.00001928617,0.00001988527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000098873345,0.00011732967,0.00011464616,0.0002952728,0.00015988738,0.00027271148,0.000100134734,0.00015904152,0.0005464598],"category_scores_gemma":[0.000087069755,0.000075129545,0.00012273261,0.0001504757,0.0001694345,0.00010274057,0.00013652534,0.00019261462,0.00024011712],"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":[0.000019824052,0.0000030294718,0.00059789256,0.000009338793,0.0000014781148,0.00003813297,0.000022813732,0.000022937973,0.99865496,0.000038430695,0.0000067822825,0.0005843463],"study_design_scores_gemma":[0.0000049334294,0.00008850865,0.046782497,0.00000768814,0.000019937885,0.0006419683,0.00019217748,0.0020026157,0.94785297,0.00009506474,0.002303075,0.000008562479],"about_ca_topic_score_codex":0.0005918378,"about_ca_topic_score_gemma":0.0011328894,"teacher_disagreement_score":0.0005918378,"about_ca_system_score_codex":0.000109732915,"about_ca_system_score_gemma":0.00009491227,"threshold_uncertainty_score":0.0018280745},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827849,0.004593649,0.008516353,0.00019622741,0.00005874691,0.000069061076,0.0014212497,0.00024990772,0.002109916],"genre_scores_gemma":[0.9800994,0.0031625773,0.009173782,0.00010660265,0.000017696828,0.00013751614,0.0012874495,0.00008112098,0.0059339623],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995505,0.000046746045,0.00005163501,0.00013297788,0.00012012336,0.00009801228],"domain_scores_gemma":[0.9997222,0.000022923125,0.00009165692,0.000029147388,0.000050707626,0.00008340468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023644131,0.0004527921,0.00032369714,0.00073184783,0.00036012713,0.00045904153,0.00042686495,0.00046046457,0.0014154447],"category_scores_gemma":[0.00010767302,0.00025721014,0.00046724943,0.000309088,0.00049358263,0.00049713836,0.00031870216,0.0009724638,0.000680413],"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":[0.00011075215,0.000017395392,0.00020516974,0.000037177724,0.000003897104,0.00005469114,0.000023328099,0.000015799853,0.9989379,0.00009466396,0.000019273737,0.0004799403],"study_design_scores_gemma":[0.000014608369,0.00018024286,0.005041782,0.000015996657,0.00002750309,0.0002857948,0.000085763066,0.0004244189,0.9910614,0.000059705602,0.0027964457,0.0000062323747],"about_ca_topic_score_codex":0.0013190579,"about_ca_topic_score_gemma":0.0017120065,"teacher_disagreement_score":0.0014154447,"about_ca_system_score_codex":0.00057669857,"about_ca_system_score_gemma":0.00032450762,"threshold_uncertainty_score":0.004735112},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97965235,0.0012158579,0.018036032,0.00009104163,0.000041106847,0.000052796684,0.00026535068,0.00013669365,0.0005087768],"genre_scores_gemma":[0.9861026,0.0007739368,0.011358074,0.000053892378,0.0000131442075,0.00010578123,0.00047662723,0.00005140941,0.0010645179],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99980694,0.000023012555,0.000014315992,0.000070582006,0.000045760433,0.000039457744],"domain_scores_gemma":[0.9997652,0.00004935729,0.000062368475,0.00001865136,0.000060423376,0.00004401822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027054056,0.00039806147,0.00022822907,0.00023641268,0.00025880788,0.00040359673,0.00030122313,0.0003429655,0.00070956664],"category_scores_gemma":[0.0002714464,0.00017169806,0.00018103466,0.00015125582,0.00027464182,0.00037871278,0.0003279252,0.0005567595,0.0001461346],"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":[0.000057736626,0.000018648323,0.00022665592,0.000024275303,0.0000064201995,0.0000318234,0.000017121558,0.000062438005,0.9989096,0.00004782414,0.000029308596,0.0005682072],"study_design_scores_gemma":[0.000010495184,0.00014648093,0.003435749,0.000006494496,0.00001610512,0.00012563218,0.00002693337,0.001924444,0.9935776,0.00007734477,0.0006470846,0.0000055848955],"about_ca_topic_score_codex":0.00065310526,"about_ca_topic_score_gemma":0.0008742811,"teacher_disagreement_score":0.00070956664,"about_ca_system_score_codex":0.00031675657,"about_ca_system_score_gemma":0.00019823655,"threshold_uncertainty_score":0.002373755},"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":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050576176,0.7222656,0.00075772224,0.057285182,0.1355535,0.00055802526,0.0039644353,0.0002625558,0.07429528],"genre_scores_gemma":[0.02318934,0.73911095,0.001100155,0.020072347,0.10295918,0.00053104747,0.0064644315,0.00020861032,0.106363885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986702,0.0002199161,0.00037888414,0.00012083193,0.000485008,0.0001250741],"domain_scores_gemma":[0.9969181,0.00046616446,0.0004706002,0.000057341666,0.0014149859,0.00067289546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023325458,0.0014754238,0.0014712345,0.0072035347,0.0009115348,0.0026462548,0.000990473,0.001930949,0.07753085],"category_scores_gemma":[0.0050087348,0.00031682148,0.0012541936,0.003355475,0.0005957005,0.0020143862,0.002450101,0.0013157198,0.024174618],"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":[0.00022192445,0.000029254594,0.0012682138,0.009307901,0.000092519025,0.00088155613,0.00017011061,0.000039371316,0.0009608217,0.00038519132,0.80262977,0.18401332],"study_design_scores_gemma":[0.00004042174,0.00006218435,0.0034735631,0.009063073,0.00009572787,0.0016629632,0.0001995646,0.000030598858,0.00025005455,0.00041944048,0.9846838,0.000018634359],"about_ca_topic_score_codex":0.0019094888,"about_ca_topic_score_gemma":0.0031097548,"teacher_disagreement_score":0.07753085,"about_ca_system_score_codex":0.0016161558,"about_ca_system_score_gemma":0.003942741,"threshold_uncertainty_score":0.25936657},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002279403,0.78378266,0.003399731,0.2000511,0.006265155,0.0003378296,0.0002547399,0.000111622336,0.0035176896],"genre_scores_gemma":[0.024314722,0.91444695,0.019542074,0.032977276,0.006818416,0.00074030925,0.0003708394,0.000027359463,0.0007621331],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99250764,0.0048439438,0.0009084144,0.00040898766,0.0008070002,0.00052394747],"domain_scores_gemma":[0.9477213,0.03222475,0.0031480438,0.0010186445,0.012817513,0.0030698157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02558676,0.00094107474,0.0026344627,0.0028479523,0.0013003239,0.0036829768,0.002119717,0.0044620866,0.0057015615],"category_scores_gemma":[0.053599652,0.0004415843,0.0026165522,0.0022078466,0.0015802048,0.007049272,0.0026063616,0.0064614476,0.0012682242],"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":[0.00048152232,0.0006469459,0.0064172004,0.049267907,0.0007717855,0.0008701043,0.001746081,0.0008364098,0.000845952,0.019823257,0.07999635,0.8382965],"study_design_scores_gemma":[0.000655268,0.0027074516,0.02670691,0.23497118,0.0036239573,0.0021602255,0.016002586,0.0013300711,0.0017606884,0.08659476,0.6231447,0.00034221183],"about_ca_topic_score_codex":0.0063923355,"about_ca_topic_score_gemma":0.013784736,"teacher_disagreement_score":0.02558676,"about_ca_system_score_codex":0.0031158526,"about_ca_system_score_gemma":0.034865286,"threshold_uncertainty_score":0.13531733},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99000216,0.0009879426,0.006367575,0.00012637756,0.00008797403,0.000100702404,0.00079994433,0.00034143325,0.0011859308],"genre_scores_gemma":[0.98528373,0.0013899854,0.0063363113,0.00006015409,0.0000222767,0.00017093019,0.0007594355,0.000055405235,0.005921807],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983025,0.000017381435,0.000010605903,0.000058421385,0.00003369129,0.000049642287],"domain_scores_gemma":[0.99983025,0.00001897227,0.000058303165,0.000020434954,0.000024805844,0.00004724971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027245862,0.0008635963,0.00038688685,0.0005305414,0.00016536808,0.00035468768,0.0002442298,0.00039024488,0.0009620247],"category_scores_gemma":[0.000109799796,0.0001933595,0.00040453163,0.00023806436,0.00035865285,0.00038925195,0.0001484378,0.000831737,0.00042791993],"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":[0.0010051338,0.00035579142,0.00016980991,0.00004535579,0.0000225532,0.000071585324,0.00003895989,0.00022937098,0.9947525,0.0001250893,0.000121202684,0.0030625337],"study_design_scores_gemma":[0.000042193373,0.0037768101,0.0007379091,0.0000037849877,0.00003551859,0.000095185394,0.000023537736,0.00090183987,0.9932846,0.00003404537,0.0010579798,0.0000065635527],"about_ca_topic_score_codex":0.0019890517,"about_ca_topic_score_gemma":0.0016747939,"teacher_disagreement_score":0.0019890517,"about_ca_system_score_codex":0.0004922464,"about_ca_system_score_gemma":0.00045197256,"threshold_uncertainty_score":0.0039550066},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99879634,0.00036774244,0.00009384628,0.00003300336,0.0000069800617,0.0000049748187,0.00005610914,0.000010514281,0.0006304554],"genre_scores_gemma":[0.9996927,0.00010018054,0.000050583065,0.000016418862,0.000015365837,0.0000026543646,0.00006036399,0.0000013475495,0.000060445043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99973065,0.00004969072,0.000035897978,0.000081345745,0.000059027705,0.00004342397],"domain_scores_gemma":[0.9989146,0.00028202197,0.0005116701,0.00006284437,0.000075815326,0.00015297599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021709334,0.00041098447,0.00045820433,0.0010766848,0.000440466,0.0003734517,0.00027333756,0.00053004705,0.0020068942],"category_scores_gemma":[0.001869357,0.00021806383,0.00021017407,0.0006501553,0.0005406927,0.00035985754,0.0003772448,0.00037982262,0.00026329656],"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":[0.00022390288,0.000031244235,0.9808245,0.00002434724,0.000036152636,0.0122437235,0.00023357495,0.00006970438,0.0027148607,0.000047732134,0.00016093318,0.003389446],"study_design_scores_gemma":[0.000008322478,0.0001543492,0.9618042,0.00001082939,0.000026839525,0.037066452,0.00019403496,0.00012510359,0.00032349894,0.00007410836,0.00020622692,0.0000060577804],"about_ca_topic_score_codex":0.0011238395,"about_ca_topic_score_gemma":0.0013656054,"teacher_disagreement_score":0.0020068942,"about_ca_system_score_codex":0.00018976934,"about_ca_system_score_gemma":0.0001844985,"threshold_uncertainty_score":0.0067136884},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937528,0.0018420797,0.0028568464,0.00008419275,0.000092080096,0.00013214364,0.0002936232,0.000055938046,0.00089037535],"genre_scores_gemma":[0.99541485,0.0009287496,0.001802966,0.000052253406,0.0000122960855,0.00010541545,0.00041981947,0.00001217543,0.0012513901],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99968064,0.00009075965,0.00003770832,0.00006008683,0.00006605645,0.00006488241],"domain_scores_gemma":[0.99992263,0.00002040693,0.000017626164,0.0000099270255,0.000011991512,0.0000173569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037221945,0.00025170197,0.00043499007,0.00014553429,0.00009834583,0.0003116894,0.00019017381,0.00045568412,0.00062179717],"category_scores_gemma":[0.00018501694,0.0000945165,0.00029007456,0.00012230653,0.00016484053,0.00023371605,0.00027128417,0.0007466129,0.00017711865],"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":[0.0007207709,0.0002799837,0.00023265938,0.00014288459,0.000031149943,0.00016125283,0.00008030102,0.00022018715,0.9944511,0.0005220881,0.00018234059,0.0029752254],"study_design_scores_gemma":[0.00015287245,0.005862403,0.0026079523,0.000027017324,0.0000779393,0.00048666095,0.00005713625,0.0016072064,0.9831335,0.00013420038,0.0058436035,0.000009529086],"about_ca_topic_score_codex":0.0002732578,"about_ca_topic_score_gemma":0.00034438944,"teacher_disagreement_score":0.00062179717,"about_ca_system_score_codex":0.00025072214,"about_ca_system_score_gemma":0.0001751836,"threshold_uncertainty_score":0.0020801425},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014440484,0.99920505,0.000049897557,0.00026758193,0.00010924321,0.000013311593,0.00007369431,0.0000027285796,0.00013414519],"genre_scores_gemma":[0.0018488627,0.9973968,0.00016164106,0.00033530965,0.00012914278,0.000035958263,0.000060250582,0.0000024163267,0.000029676532],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929119,0.0019309302,0.0030798728,0.0007141833,0.0011604113,0.00020267918],"domain_scores_gemma":[0.94006944,0.04892659,0.0064132623,0.0005974851,0.003693868,0.000299378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007959852,0.0010795323,0.00518611,0.008374995,0.00048935774,0.002907061,0.0022945965,0.0021269196,0.0044410685],"category_scores_gemma":[0.0431928,0.00084578,0.004055453,0.008704885,0.0009810551,0.002530383,0.0012782917,0.0013125539,0.0005361849],"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":[0.00020208735,0.000024268842,0.0011760052,0.7270992,0.001997572,0.00019212218,0.00029951375,0.0001797589,0.00020559599,0.0009414813,0.008230756,0.2594517],"study_design_scores_gemma":[0.000076024015,0.00016571996,0.0056637404,0.8465893,0.011292507,0.0013195771,0.00040812895,0.00010703798,0.00021582116,0.0010853453,0.13302559,0.000051176245],"about_ca_topic_score_codex":0.005395501,"about_ca_topic_score_gemma":0.008951921,"teacher_disagreement_score":0.008374995,"about_ca_system_score_codex":0.0020501786,"about_ca_system_score_gemma":0.009206386,"threshold_uncertainty_score":0.042096257},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000091104106,0.9983908,0.00024280578,0.00042324682,0.00019348548,0.0000040960326,0.000011682274,0.000009936957,0.0006328669],"genre_scores_gemma":[0.00088705646,0.9980715,0.00026326012,0.00022183677,0.0001802112,0.0000073351107,0.000021500286,0.0000017041563,0.00034554896],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997969,0.00004251118,0.00002976182,0.000034946606,0.000074749885,0.000021151118],"domain_scores_gemma":[0.9997631,0.000121634876,0.000033399192,0.000010242218,0.000050330425,0.00002141368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053859566,0.00094347046,0.0013289143,0.002445196,0.00037278977,0.0013563444,0.0010029065,0.0015465234,0.0031799993],"category_scores_gemma":[0.00064688484,0.00019268093,0.00063374423,0.0012449352,0.00079553964,0.0018784415,0.0009942112,0.00277454,0.0015475361],"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":[0.00007738716,0.0001229809,0.00017212782,0.02026176,0.00013352951,0.00032818556,0.000082105886,0.00038859915,0.003009711,0.012487224,0.027718892,0.9352175],"study_design_scores_gemma":[0.000024499803,0.00013812896,0.00081197,0.0061441967,0.00014836581,0.0026178288,0.00010455986,0.00017036979,0.0011115954,0.007186956,0.981516,0.000025353658],"about_ca_topic_score_codex":0.00080064224,"about_ca_topic_score_gemma":0.001296899,"teacher_disagreement_score":0.0031799993,"about_ca_system_score_codex":0.000629266,"about_ca_system_score_gemma":0.0010741547,"threshold_uncertainty_score":0.010638177},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994254,0.00019332964,0.000060047547,0.000010807367,0.0000039493702,0.000014023797,0.0001091798,0.0000011713539,0.00018219964],"genre_scores_gemma":[0.99953985,0.00009707802,0.00008498895,0.000024855512,0.0000105928575,0.000013549402,0.00017657678,5.9209975e-7,0.00005193952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99961406,0.00010016044,0.000052450727,0.00011365782,0.00006353533,0.00005624748],"domain_scores_gemma":[0.99916124,0.00012672976,0.00032247594,0.00006574102,0.00013474344,0.00018916134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006738257,0.00033263472,0.0005192806,0.0007227923,0.00052932685,0.0005285761,0.00020294709,0.00041057935,0.00088895275],"category_scores_gemma":[0.0011615122,0.00032642367,0.00027765747,0.00081075146,0.0002876845,0.0005256372,0.000383631,0.00041544784,0.00016786372],"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":[0.00007606983,0.000052975804,0.99916995,0.0000093112385,0.000028010583,0.000080838334,0.000074046846,0.000006972765,0.00010001631,0.00000560774,0.000025841771,0.0003703031],"study_design_scores_gemma":[0.000010043014,0.00026786086,0.9985958,0.0000061602677,0.00003575861,0.00062138523,0.00023529734,0.000079208294,0.000032500044,0.000013517718,0.000099266304,0.0000030806816],"about_ca_topic_score_codex":0.0014745536,"about_ca_topic_score_gemma":0.0017100069,"teacher_disagreement_score":0.0014745536,"about_ca_system_score_codex":0.00016076166,"about_ca_system_score_gemma":0.0002125073,"threshold_uncertainty_score":0.003563583},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9643283,0.029938728,0.0026334266,0.0004491172,0.00015264182,0.000073129326,0.0005168299,0.00015746719,0.0017503384],"genre_scores_gemma":[0.99197793,0.0055263294,0.0010923536,0.00010018424,0.000018355186,0.000036256584,0.00030835677,0.0000058486876,0.000934393],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999312,0.000015214467,0.0000070334977,0.000014457148,0.000010654401,0.000021468813],"domain_scores_gemma":[0.99994576,0.0000069167268,0.00001378835,0.000004696689,0.000012933502,0.000015876212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015669163,0.00028373752,0.00051847345,0.0002006901,0.00016000618,0.0002159974,0.00026574743,0.00033457062,0.0011614686],"category_scores_gemma":[0.00012230818,0.00009981813,0.00030728892,0.00011164159,0.00019423946,0.00024932474,0.00015655468,0.0005220977,0.00016658255],"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":[0.0027403403,0.0002873183,0.00046424192,0.00067400915,0.000056073506,0.0003883352,0.00007266104,0.00017457211,0.9825632,0.00026147414,0.0004248392,0.011892858],"study_design_scores_gemma":[0.00032949724,0.0060439967,0.011039513,0.00007965496,0.00018144044,0.0007352257,0.0001373042,0.0015829994,0.9722188,0.00026019482,0.007370587,0.000020724578],"about_ca_topic_score_codex":0.0014691001,"about_ca_topic_score_gemma":0.0020184529,"teacher_disagreement_score":0.0014691001,"about_ca_system_score_codex":0.00021954565,"about_ca_system_score_gemma":0.00024700598,"threshold_uncertainty_score":0.003885448},"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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000501858,0.066218786,0.0031465567,0.8570196,0.0649755,0.000040659397,0.00007990494,0.000117979274,0.007899202],"genre_scores_gemma":[0.030311944,0.20160848,0.012014284,0.6375528,0.081005774,0.00030421853,0.0002680043,0.0003537522,0.03658079],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99408674,0.0030641886,0.00038914086,0.00074763654,0.0012220974,0.00049006677],"domain_scores_gemma":[0.9789417,0.011625906,0.001307322,0.00066207827,0.0054952255,0.0019677777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0093822135,0.00127184,0.0012058641,0.0019295675,0.0031859814,0.012661539,0.003886344,0.011196857,0.011747108],"category_scores_gemma":[0.03446959,0.00048452106,0.0012302258,0.0010841257,0.014198552,0.014402554,0.005997444,0.026577413,0.010037124],"study_design_candidate":"theoretical_or_conceptual","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":[0.00009885825,0.000061286206,0.0005237193,0.0010917125,0.000034801436,0.0003881337,0.0032451474,0.00019300742,0.0004931744,0.13729516,0.78561836,0.07095664],"study_design_scores_gemma":[0.000016093687,0.00006384626,0.000406284,0.002906781,0.000022517164,0.00046326203,0.0039127124,0.00019097197,0.00046955698,0.08882401,0.90264904,0.00007487848],"about_ca_topic_score_codex":0.0044229976,"about_ca_topic_score_gemma":0.0057791425,"teacher_disagreement_score":0.012661539,"about_ca_system_score_codex":0.0047506797,"about_ca_system_score_gemma":0.007714288,"threshold_uncertainty_score":0.049618483},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877934,0.009714088,0.001101766,0.00030363706,0.00006541853,0.000028796385,0.000053990083,0.000026778722,0.0009120812],"genre_scores_gemma":[0.9976672,0.0014934153,0.000394772,0.000064527725,0.000027317936,0.000019776322,0.000033182147,0.0000022297918,0.00029759508],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997646,0.00007740573,0.000025784362,0.000027754779,0.00003322731,0.00007118007],"domain_scores_gemma":[0.99976224,0.00002617893,0.000099368895,0.000014454842,0.000022613514,0.00007511517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023397537,0.0003749818,0.00071894523,0.0002461603,0.000268925,0.00046428118,0.00020983907,0.00039504457,0.0009095221],"category_scores_gemma":[0.00030886795,0.00015769829,0.0002855299,0.0001676171,0.00050548353,0.00032790488,0.0005225983,0.000631109,0.000098675744],"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":[0.012166099,0.0005520202,0.032933198,0.0008702334,0.00033504044,0.008022898,0.00031257866,0.00039461322,0.9235581,0.0007543225,0.0004805796,0.019620253],"study_design_scores_gemma":[0.00024939585,0.010494366,0.2946261,0.0001931946,0.0009772814,0.0121815875,0.0017246858,0.0033598614,0.6667516,0.0022614617,0.0071164626,0.00006400161],"about_ca_topic_score_codex":0.00044613477,"about_ca_topic_score_gemma":0.0008016622,"teacher_disagreement_score":0.0009095221,"about_ca_system_score_codex":0.0003568279,"about_ca_system_score_gemma":0.0003355537,"threshold_uncertainty_score":0.0030425787},"labels":[],"label_agreement":null}]}