{"id":"W4388289577","doi":"10.3389/fneur.2023.1255620","title":"Feasibility and safety study of wearable cyborg Hybrid Assistive Limb for pediatric patients with cerebral palsy and spinal cord disorders","year":2023,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for Innovative Medicine; University of Tsukuba; Japan Agency for Medical Research and Development","keywords":"Cerebral palsy; Wilcoxon signed-rank test; Medicine; Physical medicine and rehabilitation; Spinal cord injury; Physical therapy; Adverse effect; Motor function; Psychology; Spinal cord; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001214285,0.0001008764,0.0002165979,0.0001430136,0.00004123266,0.000005415687,0.00005247416,0.00004180421,6.243002e-7],"category_scores_gemma":[0.00005652253,0.00009061481,0.00001582946,0.0001747954,0.00008155492,0.00003499745,0.00003389891,0.0001117544,1.837855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001153707,"about_ca_system_score_gemma":0.000009023067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000506242,"about_ca_topic_score_gemma":0.00002985485,"domain_scores_codex":[0.9992932,0.00004760958,0.0001931066,0.0002153656,0.00007094285,0.0001797622],"domain_scores_gemma":[0.9997005,0.00007786202,0.00003849569,0.0001123451,0.00003220879,0.00003860355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000986472,0.0001268013,0.990959,0.00009698649,0.00001348247,9.558998e-7,0.0001113165,0.005297276,5.476708e-7,0.000006985889,0.0001780753,0.002222081],"study_design_scores_gemma":[0.002286382,0.004492796,0.9817064,0.000002905601,0.00002223487,3.167659e-7,0.0001094538,0.01081234,8.861022e-7,0.0004237159,0.00005710221,0.00008545483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965621,0.000204283,0.001895826,0.00007393513,0.0003909113,0.0007919605,0.00003265292,0.00003454897,0.00001379297],"genre_scores_gemma":[0.9989256,0.0001527003,0.0008423564,0.00001248811,0.00001017665,0.00002927751,0.000006124197,0.00001677413,0.000004510657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009252611,"threshold_uncertainty_score":0.3695165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008066514842533838,"score_gpt":0.2220073123968609,"score_spread":0.213940797554327,"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."}}