{"id":"W3145540361","doi":"10.3389/fphys.2021.657362","title":"The Role of Cerebrovascular-Reactivity Mapping in Functional MRI: Calibrated fMRI and Resting-State fMRI","year":2021,"lang":"en","type":"review","venue":"Frontiers in Physiology","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Concordia University; Baycrest Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Resting state fMRI; Cerebral blood flow; Functional magnetic resonance imaging; Neuroscience; Blood-oxygen-level dependent; Brain mapping; Blood oxygenation; Functional connectivity; Computer science; Neuroimaging; Medicine; Psychology; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002190177,0.0002297436,0.001325886,0.0001640134,0.00006039198,0.000005486817,0.000112192,0.0002294611,0.000005646398],"category_scores_gemma":[0.00009203442,0.000169565,0.0001805279,0.0005219863,0.0002217069,0.0000392855,0.0001228624,0.0006103654,7.58224e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149345,"about_ca_system_score_gemma":0.0002231167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000726,"about_ca_topic_score_gemma":0.00001634897,"domain_scores_codex":[0.9985004,0.0002011804,0.0005108442,0.0004363686,0.00009412844,0.0002570631],"domain_scores_gemma":[0.9989845,0.0002052092,0.0002838071,0.0004264625,0.00005331782,0.000046676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002709328,0.0001264731,0.0006557014,0.001456209,0.0001054023,0.00000710519,0.00004197923,0.00006536886,0.0003362497,0.0005951536,0.002333556,0.9942497],"study_design_scores_gemma":[0.0002927145,0.00003327418,0.001654326,0.002863774,0.00009607201,0.00003191603,0.0001213023,0.0004716573,0.00005276717,0.005889685,0.9883219,0.0001706215],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000249109,0.9863467,0.01211917,0.00008943678,0.0001303941,0.0007741354,0.00001998295,0.00003200489,0.0002390143],"genre_scores_gemma":[0.0001563708,0.9869312,0.01216187,0.00002471587,0.00006258502,0.0003033741,0.0001924377,0.00003138132,0.0001360729],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9940791,"threshold_uncertainty_score":0.6914659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02437831947024577,"score_gpt":0.2983834976950862,"score_spread":0.2740051782248404,"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."}}