{"id":"W4311961895","doi":"10.3389/fnhum.2022.1023246","title":"Home-based portable fNIRS-derived cortical laterality correlates with impairment and function in chronic stroke","year":2022,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Research Nova Scotia; Mitacs","keywords":"Stroke (engine); Physical medicine and rehabilitation; Rehabilitation; Laterality; Motor cortex; Psychology; Lateralization of brain function; Medicine; Physical therapy; Neuroscience","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":[0.0003154654,0.0001257314,0.0002412417,0.0002201656,0.000211185,0.00003948585,0.00009909295,0.00002697435,0.00003313872],"category_scores_gemma":[0.00002330037,0.0001112456,0.00002427006,0.0003344556,0.0003705298,0.0001109824,0.00006699274,0.0005259869,1.108404e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004141994,"about_ca_system_score_gemma":0.000139333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006340039,"about_ca_topic_score_gemma":0.00001087437,"domain_scores_codex":[0.9985971,0.00008174614,0.000216995,0.0004400866,0.0003117046,0.0003523145],"domain_scores_gemma":[0.9996113,0.00001611839,0.00004951031,0.0002102275,0.00001450498,0.00009834797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002897183,0.0002890837,0.928411,0.0000338834,0.000001921608,0.0001459632,0.00006781168,0.001269403,0.06885939,0.0001246773,0.0003747151,0.0001324178],"study_design_scores_gemma":[0.002061736,0.004702217,0.8992549,0.00006002095,0.00002634585,0.0000335158,0.000114605,0.08780632,0.005063295,0.0003749476,0.0003015643,0.0002005296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891695,0.0001083825,0.00953058,0.0003356829,0.0002410259,0.0003659268,0.000005212098,0.00009324033,0.0001503957],"genre_scores_gemma":[0.9973609,0.00001232711,0.00175789,0.0005053296,0.00001145266,0.00007107072,0.000006119113,0.00001266386,0.0002622156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08653692,"threshold_uncertainty_score":0.4536465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093509239205998,"score_gpt":0.2635632142580808,"score_spread":0.2526281218660208,"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."}}