{"id":"W4296687571","doi":"10.1093/braincomms/fcac237","title":"Carpal tunnel surgery dampens thalamocortical and normalizes corticocortical functional connectivity","year":2022,"lang":"en","type":"article","venue":"Brain Communications","topic":"Motor Control and Adaptation","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; MAYDAY Fund","keywords":"Somatosensory system; Neuroscience; Carpal tunnel syndrome; Medicine; Resting state fMRI; Thalamus; Secondary somatosensory cortex; Primary motor cortex; Sensory system; Psychology; Physical medicine and rehabilitation; Motor cortex; Surgery","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004515951,0.0001218265,0.000188313,0.0001005861,0.001330442,0.00006648817,0.0003607212,0.00003317271,0.0004373959],"category_scores_gemma":[0.002303147,0.0001289536,0.00008916201,0.0002883827,0.0003717899,0.0001849653,0.0006898246,0.000369509,0.00001921159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005613775,"about_ca_system_score_gemma":0.0001308656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006935362,"about_ca_topic_score_gemma":0.00009284532,"domain_scores_codex":[0.9979899,0.0007794579,0.0003194314,0.0003153044,0.0003407391,0.0002551966],"domain_scores_gemma":[0.9929298,0.005981277,0.0001040853,0.0008150136,0.00003987596,0.0001299901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003372683,0.001964807,0.05253309,0.00003212552,0.00005814022,0.0000486711,0.001497175,0.001118366,0.2746631,0.6413167,0.006332349,0.02009827],"study_design_scores_gemma":[0.001092427,0.0001406866,0.8507644,0.00001003511,0.00005368976,0.0003623607,0.000521261,0.08948004,0.0005108268,0.006502417,0.0500697,0.0004921483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691668,0.000161442,0.002949094,0.02380725,0.000285652,0.0004547577,0.0001000996,0.0001773713,0.002897605],"genre_scores_gemma":[0.9968507,0.00004595038,0.0001730768,0.002192412,0.00004614907,0.0003525733,0.00004065119,0.00001576358,0.000282748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7982313,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106310460116005,"score_gpt":0.2853038088928524,"score_spread":0.1789933487768474,"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."}}