{"id":"W4377092840","doi":"10.2196/43008","title":"Gait Device Treatment Using Telehealth for Individuals With Stroke During the COVID-19 Pandemic: Nonrandomized Pilot Feasibility Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Pandemic; Gait; Physical medicine and rehabilitation; Stroke (engine); Medicine; Rehabilitation; Physical therapy; Weakness; Coronavirus disease 2019 (COVID-19); Telemedicine; Health care; Disease; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006546115,0.001164838,0.0009829726,0.0009319094,0.001645726,0.0009179093,0.0008948266,0.001696801,0.004917155],"category_scores_gemma":[0.007502475,0.0007581269,0.001264407,0.000440333,0.001407656,0.001614277,0.0009118775,0.001480899,0.001102647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008729829,"about_ca_system_score_gemma":0.00344232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002276033,"about_ca_topic_score_gemma":0.005023864,"domain_scores_codex":[0.9966457,0.001928964,0.0002832585,0.0003391482,0.0003574888,0.0004453232],"domain_scores_gemma":[0.9957399,0.001379384,0.0008355112,0.0005225365,0.0006912957,0.0008312988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1302163,0.7551352,0.05142745,0.0008787336,0.0005488313,0.000565029,0.003058609,0.0005117707,0.005023776,0.0003460067,0.00187461,0.05041358],"study_design_scores_gemma":[0.03629859,0.9223483,0.03769785,0.00008254741,0.0001575458,0.0001001921,0.00122103,0.0004982051,0.0005373759,0.0001478641,0.0008748542,0.00003559175],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617777,0.00008785114,0.001020182,0.0001123216,0.00006624431,0.03582291,0.0003188743,0.00003253836,0.0007613673],"genre_scores_gemma":[0.944258,0.0002627129,0.004774403,0.0005690874,0.0001549628,0.04851023,0.0004298129,0.000009918011,0.001030809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006546115,"threshold_uncertainty_score":0.03461957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2642466634904142,"score_gpt":0.5105488942335858,"score_spread":0.2463022307431716,"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."}}