{"id":"W4414080826","doi":"10.1371/journal.pcbi.1013459","title":"Blood flow in the human cerebral cortex: Large-scale pial vascularization and 1D simulation","year":2025,"lang":"en","type":"article","venue":"PLoS Computational Biology","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Health Research Council of New Zealand; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Pulsatile flow; Blood flow; Cerebral blood flow; Hemodynamics; Blood pressure; Cerebral autoregulation; Intracranial pressure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002246662,0.000445636,0.0003537487,0.0003732716,0.000319782,0.0007887468,0.0006754546,0.0008908652,0.001411589],"category_scores_gemma":[0.001263844,0.0003220236,0.0005740361,0.0004282731,0.0006089407,0.0004152825,0.000554879,0.0004686929,0.0001964938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006211385,"about_ca_system_score_gemma":0.001036856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01746991,"about_ca_topic_score_gemma":0.007564228,"domain_scores_codex":[0.999896,0.00003440271,0.00000399526,0.00002415844,0.00002675849,0.00001462747],"domain_scores_gemma":[0.9997213,0.0001933585,0.00002492017,0.00001759088,0.00002432614,0.00001840975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002503437,0.00001948307,0.0007010931,0.00002549625,0.00001241716,0.00011846,0.00005718675,0.9930809,0.001397093,0.00097663,0.0002948016,0.003291344],"study_design_scores_gemma":[0.000007071037,0.00001051502,0.0003346352,0.000003645127,0.000004434375,0.00003135638,0.00001167495,0.9981377,0.0003275643,0.0007780108,0.0003488011,0.000004481391],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5094481,0.0008793172,0.4740477,0.001039141,0.000106764,0.0002146886,0.001147763,0.000882707,0.01223383],"genre_scores_gemma":[0.9514808,0.0006442846,0.04508079,0.0001419833,0.0000371206,0.0002179349,0.0003464322,0.00008690736,0.001963758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01746991,"threshold_uncertainty_score":0.03473645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0369265125769312,"score_gpt":0.3556620355242628,"score_spread":0.3187355229473317,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}