{"id":"W7124176943","doi":"10.17169/refubium-50838","title":"BOLD Long-Range Temporal Correlations Reflect Changes in Language and Depression Across Intensive Aphasia Therapy","year":2025,"lang":"en","type":"article","venue":"Refubium (Universitätsbibliothek der Freien Universität Berlin)","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Deutsche Forschungsgemeinschaft","keywords":"Aphasia; Depression (economics); Functional magnetic resonance imaging; Lateralization of brain function; Stroke (engine); Brain activity and meditation; Default mode network; Neuroplasticity; Rehabilitation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002386586,0.000128903,0.0001802216,0.0002215471,0.0001374863,0.0002438723,0.0001189461,0.0001776232,0.001272909],"category_scores_gemma":[0.001306428,0.00008202564,0.000114783,0.0001700403,0.0001675989,0.0001613383,0.0001594238,0.0002667112,0.0001274696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854159,"about_ca_system_score_gemma":0.0001156332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006584639,"about_ca_topic_score_gemma":0.001488969,"domain_scores_codex":[0.9998971,0.00002244645,0.00001209983,0.00002566765,0.0000232608,0.00001930025],"domain_scores_gemma":[0.9993975,0.0001473058,0.0002876888,0.00003134216,0.00006633876,0.00006971996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0027227,0.0003537084,0.8636791,0.00008984215,0.0001734993,0.0005671259,0.0006587014,0.0005876708,0.09672651,0.00007790005,0.0003494539,0.03401376],"study_design_scores_gemma":[0.00001162475,0.000349714,0.9969312,0.000002109523,0.0000233856,0.0002723118,0.00005559482,0.0002897793,0.001944274,0.00003059184,0.00008655392,0.000002849088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992406,0.00003756454,0.0002488195,0.0000115039,0.000001328392,0.000009147845,0.00005907592,0.000005047845,0.0003868686],"genre_scores_gemma":[0.999612,0.00002234078,0.0001554742,0.000008545808,0.000002865617,0.00001025909,0.00007507925,0.00000175917,0.0001117035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001272909,"threshold_uncertainty_score":0.004258335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575268826830101,"score_gpt":0.3096948086037359,"score_spread":0.2839421203354349,"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."}}