{"id":"W4213441196","doi":"10.3390/s22051722","title":"Is This the Real Life, or Is This Just Laboratory? A Scoping Review of IMU-Based Running Gait Analysis","year":2022,"lang":"en","type":"review","venue":"Sensors","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Running Injury Clinic; Canadian Sport Centre Pacific; University of Calgary","funders":"","keywords":"Inertial measurement unit; Accelerometer; Units of measurement; Biomechanics; Gait; Sports biomechanics; Treadmill; Backpack; Metric (unit); Gait analysis; STRIDE; Simulation; Physical medicine and rehabilitation; Computer science; Engineering; Artificial intelligence; Physical therapy; Medicine","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":[0.007705554,0.00140068,0.003958174,0.01145284,0.0007156858,0.003413168,0.001654443,0.002300575,0.003795332],"category_scores_gemma":[0.03011787,0.0008716031,0.003588157,0.009460956,0.001099148,0.003587115,0.001408583,0.001289909,0.0009898103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001722675,"about_ca_system_score_gemma":0.007584624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005544014,"about_ca_topic_score_gemma":0.01039061,"domain_scores_codex":[0.9946622,0.001491453,0.001956047,0.0005272562,0.001203156,0.0001598199],"domain_scores_gemma":[0.9745695,0.01905981,0.002676666,0.0005730262,0.002965242,0.0001557999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001019152,0.00004030775,0.0009418861,0.6103048,0.002093633,0.0002231682,0.0006394456,0.0002479565,0.0005881006,0.00232308,0.009071849,0.3734239],"study_design_scores_gemma":[0.00002931693,0.0001378389,0.003701768,0.7700065,0.006586374,0.000908303,0.0009103466,0.000118098,0.0005237206,0.002020497,0.2150014,0.00005571844],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002405764,0.9984142,0.0002677098,0.0003455224,0.0001763961,0.00004135571,0.00008653309,0.000005971039,0.0004217988],"genre_scores_gemma":[0.002499062,0.9961047,0.0005439965,0.0003772792,0.0001073695,0.00009394151,0.0001109682,0.000005584962,0.0001571115],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01145284,"threshold_uncertainty_score":0.04075134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08987338046356767,"score_gpt":0.3417583612823348,"score_spread":0.2518849808187671,"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."}}