{"id":"W2100242142","doi":"10.1177/1545968310374189","title":"A Novel Approach to Ambulatory Monitoring","year":2010,"lang":"en","type":"article","venue":"Neurorehabilitation and neural repair","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Waterloo; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; York University; University of Toronto","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute; McMaster University","keywords":"Ambulatory; Gait; Balance (ability); Physical medicine and rehabilitation; Stroke (engine); Activity monitor; Rehabilitation; Physical therapy; Medicine; Ankle; Preferred walking speed; Standard deviation; Physical activity; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009663684,0.0006533823,0.0006854636,0.001299726,0.0003380086,0.001533245,0.001239814,0.001039334,0.007034828],"category_scores_gemma":[0.002314374,0.0002322918,0.0004381863,0.001382099,0.0004451639,0.0009787211,0.001157285,0.0008950018,0.003713528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003427124,"about_ca_system_score_gemma":0.0004360772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008794516,"about_ca_topic_score_gemma":0.0008320985,"domain_scores_codex":[0.9985912,0.0002857778,0.00007621248,0.0005223302,0.0004635921,0.00006094463],"domain_scores_gemma":[0.9991212,0.0002089162,0.00009397051,0.0001955106,0.0003355205,0.00004481635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002280543,0.00021136,0.005622415,0.0004754207,0.0001534347,0.0002707473,0.0002617241,0.002727763,0.04372405,0.01987921,0.01630479,0.9101411],"study_design_scores_gemma":[0.0003224337,0.002231786,0.03672598,0.0008773807,0.0006964708,0.006718376,0.0008216039,0.3489675,0.06657366,0.04422208,0.4915138,0.0003289514],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01323726,0.002513861,0.9458713,0.0009151711,0.00109132,0.000459255,0.0008590328,0.002550154,0.03250274],"genre_scores_gemma":[0.3065043,0.003070005,0.649282,0.001427134,0.001465445,0.001170353,0.00114315,0.000265307,0.03567228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007034828,"threshold_uncertainty_score":0.02353388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238194779118427,"score_gpt":0.2900614697210647,"score_spread":0.2676795219298804,"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."}}