{"id":"W4415468827","doi":"10.1111/ejn.70276","title":"Resting‐State Functional MRI Analyses for Brain Activity Characterization: A Narrative Review of Features and Methods","year":2025,"lang":"en","type":"article","venue":"European Journal of Neuroscience","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brain activity and meditation; Neuroimaging; Resting state fMRI; Narrative review; Brain mapping; Functional magnetic resonance imaging; Functional neuroimaging; Metric (unit)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008515219,0.001500277,0.002217259,0.009529693,0.0005796615,0.003048515,0.001786025,0.001884177,0.004939768],"category_scores_gemma":[0.03746696,0.0007015835,0.00293321,0.006574877,0.001338642,0.00392832,0.001728325,0.002260949,0.00135994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002364516,"about_ca_system_score_gemma":0.007801175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863672,"about_ca_topic_score_gemma":0.005228035,"domain_scores_codex":[0.9958578,0.001318674,0.001441556,0.000428008,0.0008455478,0.0001085251],"domain_scores_gemma":[0.9686463,0.02515698,0.002874081,0.0005139143,0.002602279,0.0002063739],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001192378,0.000038532,0.0003893233,0.3820448,0.0007717929,0.0003894728,0.0009485816,0.0004633673,0.0006799976,0.01474433,0.04172854,0.5576821],"study_design_scores_gemma":[0.00002484738,0.0001167279,0.001089154,0.3674315,0.001655343,0.001108515,0.0005111203,0.0001624287,0.0004648939,0.005787111,0.6215754,0.00007306568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001361499,0.9957902,0.0008258803,0.001853013,0.0002978442,0.00008052356,0.0002198827,0.00001476509,0.0007817998],"genre_scores_gemma":[0.001738383,0.9942027,0.001760856,0.001264468,0.0002887232,0.0002391929,0.0001954103,0.00001334083,0.0002969026],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9914848,"threshold_uncertainty_score":0.04503334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1142325954203763,"score_gpt":0.4048833847703531,"score_spread":0.2906507893499767,"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."}}