{"id":"W4415265452","doi":"10.1038/s41598-025-92123-4","title":"Validity and reliability of GAITWell portable modular system for gait analysis","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Gait; Intraclass correlation; STRIDE; Gait analysis; Reliability (semiconductor); Modular design; Gait cycle; Concurrent validity","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":[0.005975604,0.0005025626,0.0004432326,0.001469072,0.0002804874,0.0006396805,0.0005821161,0.0005787706,0.001441119],"category_scores_gemma":[0.01385086,0.0003478526,0.001025207,0.0007676482,0.0005361509,0.0006853829,0.001049233,0.0004356534,0.0006689092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003728179,"about_ca_system_score_gemma":0.0004825146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255855,"about_ca_topic_score_gemma":0.002933402,"domain_scores_codex":[0.9949088,0.001313525,0.0007566296,0.0008589524,0.001958243,0.0002038369],"domain_scores_gemma":[0.9921503,0.00203684,0.001378178,0.0006377499,0.003535644,0.0002613302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009502271,0.0005638421,0.9036935,0.0002036903,0.0004561059,0.0001040301,0.001059682,0.001031031,0.0050542,0.0004920498,0.002698683,0.08369294],"study_design_scores_gemma":[0.0001179797,0.001345169,0.9882454,0.00009368214,0.00009687667,0.0003753113,0.0004786682,0.005287179,0.001216614,0.0003579414,0.002344816,0.00004040948],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832722,0.0003732245,0.009678381,0.0001067775,0.000121413,0.0006680771,0.001156401,0.000172563,0.004450856],"genre_scores_gemma":[0.9872631,0.0001217403,0.009737349,0.00006972711,0.00002746439,0.0006019007,0.001155699,0.00004723496,0.0009759067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005975604,"threshold_uncertainty_score":0.03160238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511633721900057,"score_gpt":0.3461250249038762,"score_spread":0.3210086876848756,"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."}}