{"id":"W2270751868","doi":"","title":"Development and Evaluation of the iWalker: An Instrumented Rolling Walker to Assess Balance and Mobility in Everyday Activities","year":2010,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; University of Toronto; Toronto Rehabilitation Institute","keywords":"Balance (ability); Context (archaeology); Physical medicine and rehabilitation; Cardiorespiratory fitness; Physical therapy; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007169389,0.0001584901,0.0002695777,0.00009051747,0.0000543223,0.00001460097,0.0000535065,0.0001537446,0.00005428056],"category_scores_gemma":[0.0001002418,0.0001232933,0.000022763,0.000122295,0.00002952654,0.00007350258,0.00002510452,0.0002507674,4.218491e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007086793,"about_ca_system_score_gemma":0.0002630028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003172586,"about_ca_topic_score_gemma":0.01126988,"domain_scores_codex":[0.998891,0.00007415449,0.0002191924,0.0002696511,0.0004150546,0.0001309368],"domain_scores_gemma":[0.9994726,0.00003155118,0.0001281297,0.0002128138,0.00009646371,0.00005847206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001951659,0.001257258,0.3435014,0.002689253,0.0002698853,0.000001899159,0.1605747,0.0001307368,0.2334371,0.0001673862,0.00009423326,0.2559244],"study_design_scores_gemma":[0.001633471,0.00007438966,0.9038749,0.0005535187,0.0001250618,0.000001006568,0.0258748,0.0007722731,0.06613001,0.00007631339,0.0006972024,0.0001870873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968722,0.0001925998,0.000004069022,0.0001471546,0.0001724846,0.001099937,0.00000229559,0.000009224837,0.001500066],"genre_scores_gemma":[0.9977477,0.00004800549,0.0004045524,0.00008768128,0.00001392757,0.00007303978,0.0001006594,0.00001411437,0.001510344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5603734,"threshold_uncertainty_score":0.628886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0450131309579767,"score_gpt":0.3703944500107915,"score_spread":0.3253813190528148,"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."}}