{"id":"W3111215764","doi":"10.3390/s20247143","title":"Wearable Inertial Sensors for Gait Analysis in Adults with Osteoarthritis—A Scoping Review","year":2020,"lang":"en","type":"article","venue":"Sensors","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wearable computer; Inertial measurement unit; Osteoarthritis; Gait; Physical medicine and rehabilitation; Gait analysis; Wearable technology; Physical therapy; Medicine; Ankle; Inertial frame of reference; Computer science; Artificial intelligence; Surgery; Alternative medicine","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":[0.0001170437,0.0002368396,0.0008340806,0.0001577177,0.00005615937,0.00001596397,0.00005499522,0.00008419643,0.0001649174],"category_scores_gemma":[0.0001460703,0.0001986844,0.0002305078,0.0009090538,0.00003669712,0.00007138487,0.0000184115,0.0001398635,0.00005512781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003719848,"about_ca_system_score_gemma":0.00008856899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003233368,"about_ca_topic_score_gemma":0.00044539,"domain_scores_codex":[0.9983939,0.00005351951,0.0004109575,0.0004831827,0.0002626656,0.0003957979],"domain_scores_gemma":[0.9992405,0.00006115382,0.000106893,0.0002393687,0.0001041243,0.00024795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.05834145,0.003050973,0.10719,0.1639373,0.006015502,0.01474589,0.02006097,0.008113073,0.03430381,0.001200055,0.003691293,0.5793497],"study_design_scores_gemma":[0.1394946,0.05517855,0.003752493,0.6790359,0.01685797,0.0005981778,0.004536009,0.01078615,0.08085061,0.00006742551,0.004749011,0.004093085],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795845,0.01320807,0.00002577638,0.002893223,0.00005318877,0.003062843,0.00003169918,0.0001086198,0.001032122],"genre_scores_gemma":[0.9890919,0.00452563,0.002745875,0.002388993,0.0002267687,0.0002108127,0.0001793042,0.0000636488,0.0005671188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5752566,"threshold_uncertainty_score":0.8102114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680524637739275,"score_gpt":0.267911858537327,"score_spread":0.2511066121599342,"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."}}