{"id":"W2886048562","doi":"10.3390/jsan7030036","title":"Instrumented Wireless SmartInsole System for Mobile Gait Analysis: A Validation Pilot Study with Tekscan Strideway","year":2018,"lang":"en","type":"article","venue":"Journal of Sensor and Actuator Networks","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Computer science; Inertial measurement unit; STRIDE; Cadence; Gait analysis; Gait; Microcontroller; Wireless; Software; Simulation; Embedded system; Artificial intelligence; Physical medicine and rehabilitation; Medicine; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003134644,0.000197916,0.0004299481,0.000233233,0.0001229155,0.000117161,0.0001132279,0.0000448408,0.00000524717],"category_scores_gemma":[0.0000108313,0.0001533717,0.00007545285,0.0004580359,0.000036022,0.0002332126,0.00001773827,0.000177594,9.082206e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125333,"about_ca_system_score_gemma":0.00001682057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001275719,"about_ca_topic_score_gemma":0.00002745722,"domain_scores_codex":[0.9988243,0.00004207523,0.0004807471,0.00014994,0.0002412717,0.0002616777],"domain_scores_gemma":[0.9990596,0.0001128981,0.0002572417,0.0001475578,0.0002666333,0.000156091],"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":[0.004657968,0.001404061,0.3742312,0.000634698,0.01612246,0.0002084975,0.003539431,0.3005253,0.2610922,0.00003432261,0.0008171978,0.03673266],"study_design_scores_gemma":[0.02466806,0.07514858,0.04828421,0.002595426,0.01352526,0.0006259881,0.05058047,0.3543228,0.4259193,0.00004054709,0.001023773,0.003265539],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585837,0.00010107,0.04039353,0.000003482627,0.0003970519,0.0004251922,0.000006552982,0.00005567656,0.00003380766],"genre_scores_gemma":[0.9980193,0.00001710342,0.0007362817,0.00000377458,0.001149604,0.00002285071,0.000002264956,0.00003929566,0.000009501289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.325947,"threshold_uncertainty_score":0.6254318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065628076726533,"score_gpt":0.2212257802369213,"score_spread":0.210569499469656,"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."}}