{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"1fe7e0e24212","filters":{"venue":"Glial health research."}},"results":[{"id":"W4410382211","doi":"10.1016/j.ghres.2025.100007","title":"A comparison of microglial morphological complexity in adult mouse brain samples using 2-dimensional and 3-dimensional image analysis tools","year":2025,"lang":"en","type":"article","venue":"Glial health research.","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; University of Victoria","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Branch Out Neurological Foundation; National Institutes of Health; Consejo Nacional de Ciencia y Tecnología; Canada Research Chairs; Canada Foundation for Innovation; Michael Smith Health Research BC; University of Victoria","keywords":"Image (mathematics); Artificial intelligence; Pattern recognition (psychology); Neuroscience; Computer science; Biology; Computer vision","authors":[{"name":"Colin J. Murray","is_ca":true},{"name":"Eva D. Tunderman","is_ca":true},{"name":"Haley A. Vecchiarelli","is_ca":true},{"name":"Fernando Gonzàlez Ibáñez","is_ca":true},{"name":"Marie‐Ève Tremblay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4429040796383679,"gpt":0.5008479855863356,"spread":0.05794390594796772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001212625,0.0006051083,0.0004897131,0.003100653,0.0004880362,0.001177189,0.0002904689,0.0006249556,0.002148774],"category_scores_gemma":[0.001189535,0.0003903115,0.0008517604,0.001076997,0.000550328,0.0006720908,0.0006236631,0.001212377,0.0006719694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002902428,"about_ca_system_score_gemma":0.0004621282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001193751,"about_ca_topic_score_gemma":0.002728747,"domain_scores_codex":[0.999294,0.00006537761,0.00006738682,0.0001656422,0.0003226092,0.00008487968],"domain_scores_gemma":[0.9989496,0.0002335461,0.0002653442,0.0001141657,0.0003463623,0.00009101056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007564444,0.0001871796,0.02436394,0.001176873,0.0003386441,0.0006513245,0.0009769715,0.002367202,0.9032831,0.002041898,0.003090707,0.06076562],"study_design_scores_gemma":[0.00007528086,0.0006961863,0.3959,0.0006140551,0.0005841361,0.00383973,0.001762443,0.03664054,0.5261816,0.004533209,0.02871488,0.0004578977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8312271,0.004416598,0.1443219,0.0005509051,0.0003006453,0.0002504786,0.01143502,0.002758214,0.0047392],"genre_scores_gemma":[0.736201,0.004449503,0.2422214,0.0005357352,0.000150073,0.001242901,0.009997695,0.001426414,0.003775317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003100653,"threshold_uncertainty_score":0.00718838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405836526","doi":"10.1016/j.ghres.2024.100004","title":"Neurogliovascular alterations in brain pathologies across lifespan","year":2024,"lang":"en","type":"article","venue":"Glial health research.","topic":"Diet and metabolism studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; Canadian Institutes of Health Research; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Neuroscience; Biology; Psychology","authors":[{"name":"Béatrice Daigle","is_ca":true},{"name":"Laura Menegatti Bevilacqua","is_ca":true},{"name":"NoelValérie Pineau Noël","is_ca":true},{"name":"Manon Lebel","is_ca":true},{"name":"CoteDaniel Côté","is_ca":true},{"name":"LevesqueMartin Lévesque","is_ca":true},{"name":"Caroline Ménard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2099992903706959,"gpt":0.5138678458783531,"spread":0.3038685555076572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003583562,0.0004308443,0.0005245964,0.0008091854,0.000347955,0.001031614,0.0003465426,0.0006735098,0.003419313],"category_scores_gemma":[0.0005847293,0.0001284496,0.0005874106,0.0006121615,0.0005626367,0.0008455507,0.0006175952,0.001009866,0.0007406852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005696268,"about_ca_system_score_gemma":0.0009419144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002339853,"about_ca_topic_score_gemma":0.003686115,"domain_scores_codex":[0.9997482,0.00007075064,0.00002840892,0.00004703171,0.00006558233,0.00004008554],"domain_scores_gemma":[0.9997557,0.00005840633,0.00006649443,0.00001076838,0.00008450043,0.0000241399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005924327,0.0001269743,0.009972569,0.02167385,0.0006018833,0.004497109,0.001258703,0.0008262399,0.02897725,0.01693081,0.04891678,0.8656254],"study_design_scores_gemma":[0.00006089131,0.0005322807,0.04647549,0.009337591,0.0008984486,0.02026819,0.00123531,0.0004953326,0.01034564,0.01791466,0.8923267,0.0001095366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0188963,0.9629991,0.00209637,0.004659995,0.0009558141,0.00004784379,0.0005366881,0.0001216976,0.009686175],"genre_scores_gemma":[0.09666947,0.8927698,0.002193548,0.002006987,0.0008930562,0.00007276463,0.0004321259,0.0000215987,0.004940624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003419313,"threshold_uncertainty_score":0.01143873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405670927","doi":"10.1016/j.ghres.2024.100003","title":"The metabolic journey of microglia from early development to adulthood","year":2024,"lang":"en","type":"article","venue":"Glial health research.","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Microglia; Neuroscience; Medicine; Biology; Internal medicine; Inflammation","authors":[{"name":"Aysika Das","is_ca":true},{"name":"Mohammadamin Sadeghdoust","is_ca":true},{"name":"Emily C. Templeman","is_ca":true},{"name":"Deepak K. Kaushik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2221515308711391,"gpt":0.4308929810571282,"spread":0.2087414501859891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003200592,0.0004534547,0.0005029095,0.0007919155,0.0004171738,0.001035282,0.0002469572,0.0006310567,0.001067964],"category_scores_gemma":[0.0003141392,0.000170105,0.0003493973,0.000562124,0.0004080634,0.0007761443,0.0005586524,0.0008358561,0.0005876497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006338693,"about_ca_system_score_gemma":0.000811816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370818,"about_ca_topic_score_gemma":0.002152372,"domain_scores_codex":[0.999781,0.0000506846,0.00002218588,0.00004991746,0.00004843466,0.00004792213],"domain_scores_gemma":[0.9998862,0.00002224902,0.00003189616,0.000004625538,0.0000361128,0.0000189331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009257942,0.00007342072,0.008089157,0.0157774,0.0002576727,0.003159185,0.002344117,0.001050305,0.2024304,0.0234112,0.02118207,0.7212993],"study_design_scores_gemma":[0.00002812138,0.0004635084,0.03432073,0.0042937,0.0004001643,0.007417896,0.001763723,0.0004688243,0.0511331,0.01367783,0.8859187,0.0001137789],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02249226,0.9669376,0.002078545,0.0019299,0.0003187604,0.00001723745,0.0004530365,0.0000518064,0.005720794],"genre_scores_gemma":[0.07888506,0.9147665,0.002040076,0.0005807357,0.0003414404,0.00004893189,0.0003347886,0.00001799293,0.002984473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001370818,"threshold_uncertainty_score":0.004599035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409204170","doi":"10.1016/j.ghres.2025.100006","title":"Glial cell interactions in neonatal hypoxic-ischemic injury","year":2025,"lang":"en","type":"article","venue":"Glial health research.","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Hypoxia (environmental); Cell injury; Ischemic injury; Medicine; Neuroscience; Ischemia; Biology; Cardiology; Chemistry; Oxygen; Genetics; Apoptosis","authors":[{"name":"Maja Ramljak","is_ca":false},{"name":"Moises Freitas‐Andrade","is_ca":false},{"name":"Baptiste Lacoste","is_ca":false},{"name":"Argel Aguilar‐Valles","is_ca":false},{"name":"Natalina Salmaso","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08428613246042686,"gpt":0.4544074337750204,"spread":0.3701213013145935,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003310507,0.0002913623,0.0002026661,0.0006193332,0.0007228109,0.0004643916,0.0002813133,0.0004590883,0.001652783],"category_scores_gemma":[0.0002349328,0.0001309641,0.0001385546,0.0002842441,0.0004995426,0.0003922455,0.0005035791,0.0006394754,0.0002352556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007051831,"about_ca_system_score_gemma":0.0004691422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00228268,"about_ca_topic_score_gemma":0.00404127,"domain_scores_codex":[0.9997506,0.00007594407,0.00001074614,0.00001578408,0.00007048076,0.0000765825],"domain_scores_gemma":[0.9998983,0.00001293046,0.0000281449,0.000005522981,0.00001876865,0.00003639221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002303024,0.000262879,0.01578097,0.0007448833,0.00009805299,0.01243881,0.002815999,0.001065844,0.8718454,0.0237104,0.003049436,0.06588431],"study_design_scores_gemma":[0.00009194148,0.002128137,0.2616434,0.0008758049,0.0002702991,0.02363323,0.01749248,0.003070721,0.6121593,0.01433292,0.06422525,0.00007653595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492711,0.03301592,0.002036577,0.001262128,0.0001629871,0.00002045268,0.0001147318,0.0000283286,0.01408774],"genre_scores_gemma":[0.9838524,0.01024698,0.0007954598,0.0002080066,0.00006859715,0.00004081656,0.00008679005,0.000006328521,0.004694668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00228268,"threshold_uncertainty_score":0.005529106,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403270680","doi":"10.1016/j.ghres.2024.100001","title":"Welcome to Glial Health Research","year":2024,"lang":"en","type":"article","venue":"Glial health research.","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Canadian Institutes of Health Research","keywords":"Psychology","authors":[{"name":"Marie-Ève Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4445406419958289,"gpt":0.5828474097469688,"spread":0.1383067677511399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009402934,0.001678282,0.002175292,0.002565132,0.004071116,0.01133981,0.002535915,0.03220749,0.1918203],"category_scores_gemma":[0.05016924,0.00119984,0.003092591,0.0009399953,0.003083191,0.005394488,0.009790526,0.02493522,0.1141731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003075808,"about_ca_system_score_gemma":0.01301707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001755498,"about_ca_topic_score_gemma":0.007591623,"domain_scores_codex":[0.9892794,0.002201736,0.0005407165,0.001138141,0.004587052,0.002252878],"domain_scores_gemma":[0.8630911,0.01492136,0.004147124,0.00403189,0.03257135,0.08123724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007381175,0.00003968743,0.0001028355,0.00006962213,0.00001073699,0.0002076223,0.00002221084,0.00001578031,0.0001545072,0.0007528529,0.9922385,0.006311961],"study_design_scores_gemma":[0.0002074044,0.0001023139,0.0008548274,0.0002718934,0.00001847158,0.0004565656,0.0002713574,0.00005069805,0.00008765218,0.003058971,0.9945832,0.00003659906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0004424813,0.006373544,0.000351668,0.51687,0.4526657,0.0001077955,0.0003609409,0.0002020803,0.02262575],"genre_scores_gemma":[0.003501109,0.004376366,0.001011696,0.3834992,0.3822919,0.0001830279,0.0005514785,0.0002816413,0.2243035],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1918203,"threshold_uncertainty_score":0.641703,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}