{"id":"W4224242439","doi":"10.1002/hbm.25881","title":"Robotic mapping of motor cortex in children with perinatal stroke and hemiparesis","year":2022,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Ontario Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Children's Hospital Research Institute; McMaster University","keywords":"Hemiparesis; Motor cortex; Stroke (engine); Physical medicine and rehabilitation; Neuroscience; Psychology; Medicine; Psychiatry; Stimulation; Physics","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":[0.0002046512,0.0001233983,0.0002747976,0.000253083,0.0001803202,0.000009817648,0.00007717998,0.00002374893,0.0005247936],"category_scores_gemma":[0.0000252595,0.0001245098,0.00004380663,0.0001838132,0.00007763011,0.00005097419,0.0001269812,0.0002025313,8.598859e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005556694,"about_ca_system_score_gemma":0.00003069315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002154335,"about_ca_topic_score_gemma":0.00005636952,"domain_scores_codex":[0.9990274,0.00003944149,0.0002304794,0.0002538787,0.0002309855,0.0002178151],"domain_scores_gemma":[0.9996412,0.00003102493,0.0000879095,0.0001693841,0.00001476027,0.00005565268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007142437,0.0001342605,0.8829243,0.0002127691,0.0001438793,0.00002176084,0.001900007,0.00009575959,0.1128206,0.0006606762,0.00036225,0.0006523288],"study_design_scores_gemma":[0.002300555,0.0003141257,0.9924423,0.000116755,0.00001855661,0.00003978013,0.003732357,0.0001610089,0.00003200941,0.00005793139,0.0006482391,0.0001364093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969602,0.0002586707,0.00008711077,0.0004877493,0.00001497312,0.0005227989,0.0000129558,0.00002703324,0.001628559],"genre_scores_gemma":[0.9969872,0.000004719682,0.0002193308,0.0005448256,0.00002337754,0.00004339633,0.0000447999,0.00001791715,0.002114396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1127886,"threshold_uncertainty_score":0.5746122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01615067910462419,"score_gpt":0.2393133385596327,"score_spread":0.2231626594550085,"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."}}