{"id":"W4405224283","doi":"10.2196/51771","title":"Real-Time Digitized Visual Feedback in Exercise Therapy for Lower Extremity Functional Deficits: Qualitative Study of Usability Factors During Prototype Testing","year":2024,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Visual feedback; Physical medicine and rehabilitation; Computer science; Human–computer interaction; Psychology; Physical therapy; Medicine; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004228644,0.000224921,0.0005487153,0.0002327477,0.00005580343,0.00003468445,0.00005395285,0.0001014091,0.0001177616],"category_scores_gemma":[0.0005020942,0.0001700052,0.0001876132,0.0004768783,0.0001017529,0.0001615744,0.00002473861,0.0001701876,0.000008451689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178826,"about_ca_system_score_gemma":0.0001873978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009300599,"about_ca_topic_score_gemma":0.00001480929,"domain_scores_codex":[0.9982648,0.0001380828,0.0005695825,0.0004627669,0.0003139677,0.0002507708],"domain_scores_gemma":[0.9979679,0.001425087,0.0001023242,0.0002006066,0.0002225105,0.00008159808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02375341,0.01084451,0.5991741,0.00393522,0.0004488348,0.00003483282,0.2159551,0.0001109703,0.1142703,0.0000240859,0.0002925815,0.03115605],"study_design_scores_gemma":[0.004223265,0.002679956,0.9498083,0.0006462096,0.00003380634,0.000004359496,0.04071689,0.0002685611,0.001235831,0.0001315062,0.00004823576,0.0002030999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930883,0.000162738,0.000007542735,0.00004629116,0.0002562025,0.006037591,0.00002641345,0.0001846526,0.0001902365],"genre_scores_gemma":[0.9978678,0.00002225334,0.0003006865,0.000005651019,0.00008057794,0.001088244,0.00002172704,0.00003828364,0.0005748025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3506341,"threshold_uncertainty_score":0.6932611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03346505419592206,"score_gpt":0.3543897868477268,"score_spread":0.3209247326518047,"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."}}