{"id":"W4417321156","doi":"10.1186/s12984-025-01812-8","title":"Overground robotic walker use in the home and community: a six-month prospective cohort study","year":2025,"lang":"en","type":"article","venue":"Journal of NeuroEngineering and Rehabilitation","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Prospective cohort study; Cohort study; Activities of daily living; Robotics; Cohort; Rehabilitation; Power walking","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":[0.001305308,0.0004552477,0.0004620073,0.0008138713,0.0009715187,0.001017976,0.0005923929,0.0007014661,0.001186503],"category_scores_gemma":[0.001953829,0.0005711787,0.0008592469,0.001118793,0.0003151318,0.000902469,0.0008069797,0.0009985846,0.0004155253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004196763,"about_ca_system_score_gemma":0.000588528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02092747,"about_ca_topic_score_gemma":0.02583039,"domain_scores_codex":[0.9992779,0.0001709288,0.00007166425,0.000171858,0.0001539201,0.0001537308],"domain_scores_gemma":[0.9984102,0.0001579401,0.0006151767,0.0001622423,0.0002462077,0.0004080963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001347135,0.000178677,0.9986055,0.000008597378,0.0000590311,0.00007451876,0.0002393782,0.00001060448,0.0001023288,0.000004945254,0.00006356003,0.0005181193],"study_design_scores_gemma":[0.00001527164,0.000409848,0.9984571,0.0000107168,0.0000434728,0.0001507697,0.0007016836,0.0000690337,0.00002579729,0.000006919371,0.0001037556,0.000005729411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999494,0.00006015851,0.00004180926,0.00001250588,0.000003978562,0.00002423254,0.0002574479,0.000001787795,0.0001041554],"genre_scores_gemma":[0.9990409,0.0001389836,0.00009961627,0.00002618066,0.000006978197,0.00004374787,0.0004558111,0.000002566332,0.000185039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02092747,"threshold_uncertainty_score":0.04161137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006563895950469771,"score_gpt":0.2228490916017631,"score_spread":0.2162851956512934,"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."}}