{"id":"W4415310142","doi":"10.46298/mbj.16145","title":"Effect of inertial sensor redundancy on the accuracy of hip joint center localization","year":2025,"lang":"en","type":"article","venue":"Multidisciplinary Biomechanics Journal","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Redundancy (engineering); Joint (building); Inertial frame of reference; Inertial measurement unit; Inertial navigation system; Center of pressure (fluid mechanics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007063127,0.0001930176,0.000388601,0.0003062849,0.0002001354,0.00001394867,0.0001196994,0.0001080496,0.00009140507],"category_scores_gemma":[0.0002987079,0.0001060359,0.0002601229,0.000395225,0.00006653625,0.00005574934,0.0001067334,0.0002888557,0.000007232411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001125746,"about_ca_system_score_gemma":0.0001052046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000521893,"about_ca_topic_score_gemma":5.731712e-7,"domain_scores_codex":[0.9984697,0.0002467321,0.0005698053,0.000181795,0.0003325927,0.0001994184],"domain_scores_gemma":[0.9987662,0.0003168687,0.0003328155,0.0003392692,0.0001656306,0.00007918322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01029754,0.002865512,0.006560416,0.0009321072,0.001147042,0.0002239693,0.001217032,0.0001462505,0.9145642,0.002194587,0.002027074,0.05782427],"study_design_scores_gemma":[0.003980923,0.003897745,0.001105252,0.0008494202,0.0003859071,0.0001897439,0.0001978584,0.006553872,0.9819806,0.0005662694,0.0002022519,0.00009011605],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910489,0.0002080074,0.003988579,0.002791928,0.0008522691,0.0006384969,0.00002668895,0.00001855679,0.0004265813],"genre_scores_gemma":[0.9992175,0.0001135676,0.000233184,0.00008120227,0.0001154612,0.00001174195,0.00001961115,0.00001610998,0.0001916188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06741644,"threshold_uncertainty_score":0.432402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614874710851805,"score_gpt":0.3390684011421192,"score_spread":0.3129196540336012,"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."}}