{"id":"W3153556424","doi":"10.3389/frobt.2021.610529","title":"Review: How Can Intelligent Robots and Smart Mechatronic Modules Facilitate Remote Assessment, Assistance, and Rehabilitation for Isolated Adults With Neuro-Musculoskeletal Conditions?","year":2021,"lang":"en","type":"review","venue":"Frontiers in Robotics and AI","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Science Foundation","keywords":"Neurorehabilitation; Isolation (microbiology); Pandemic; Distancing; Rehabilitation; Telemedicine; Social distance; Wearable computer; Computer science; Health care; Medicine; Risk analysis (engineering); Medical emergency; Computer security; Business; Internet privacy; Coronavirus disease 2019 (COVID-19); Physical therapy; Political science; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007856472,0.0009530953,0.00192349,0.001760647,0.0003541869,0.001802488,0.001156201,0.002314812,0.005760296],"category_scores_gemma":[0.002712111,0.0003247295,0.001398897,0.001772473,0.0004438592,0.001730945,0.0007586559,0.001887732,0.001992509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006428059,"about_ca_system_score_gemma":0.002306895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753374,"about_ca_topic_score_gemma":0.002357523,"domain_scores_codex":[0.9994843,0.0001200389,0.0001171544,0.0000876519,0.0001492326,0.00004168735],"domain_scores_gemma":[0.9988945,0.0006605897,0.0001649797,0.00001771466,0.0002140831,0.00004813001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000130512,0.00006208511,0.0001693795,0.1746042,0.0004251739,0.0002273423,0.0002037219,0.0003414466,0.0008386695,0.003505237,0.08452135,0.7349708],"study_design_scores_gemma":[0.00003291319,0.0001343787,0.0007495559,0.04302805,0.0005865457,0.0009000059,0.000164832,0.00008732315,0.000214898,0.001409839,0.9526628,0.00002899539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000686901,0.9972445,0.0001017239,0.0009685051,0.0007556989,0.0000162101,0.00003953161,0.000008453399,0.0007967909],"genre_scores_gemma":[0.0005203165,0.9978687,0.0001190814,0.0007404656,0.0003687694,0.00001871923,0.00003609879,0.000001882776,0.0003260214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005760296,"threshold_uncertainty_score":0.01927006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126109355101021,"score_gpt":0.2694725838856165,"score_spread":0.2582114903346063,"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."}}