{"id":"W4387735005","doi":"10.1088/1361-6579/ad04b4","title":"Validity and reliability of the DANU sports system for walking and running gait assessment","year":2023,"lang":"en","type":"article","venue":"Physiological Measurement","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"Parkinson's Foundation","keywords":"Gait; Intraclass correlation; Physical medicine and rehabilitation; Treadmill; STRIDE; Physical therapy; Reliability (semiconductor); Gait analysis; Swing; Test (biology); Medicine; Engineering; Psychometrics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003408849,0.0001132774,0.0002889442,0.00001837362,0.0005014808,0.000004740204,0.00009344736,0.0001028607,0.000002563079],"category_scores_gemma":[0.0002106055,0.00006584049,0.00007349774,0.0001093066,0.00006767854,0.00003850971,0.000177296,0.0002170955,0.000001482753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001313139,"about_ca_system_score_gemma":0.00005076731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002313675,"about_ca_topic_score_gemma":0.000004139084,"domain_scores_codex":[0.9981946,0.0004455236,0.0004073828,0.0002991386,0.0003744428,0.0002789253],"domain_scores_gemma":[0.999065,0.0002088093,0.0002460609,0.0002387843,0.0001819598,0.00005939517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002351335,0.0005273644,0.5259274,0.006812113,0.00004785818,0.000001482878,0.000883705,0.00002023955,0.4539429,0.005648593,0.002276428,0.003676851],"study_design_scores_gemma":[0.0004860737,0.00009503705,0.9927226,0.0005279253,0.00003108722,2.507044e-7,0.000645588,0.0007016783,0.00007123577,0.004444845,0.0001984181,0.00007531364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973917,0.00004440599,0.0002108815,0.0001903894,0.0004569383,0.001193032,0.00001269243,0.00008266572,0.0004173195],"genre_scores_gemma":[0.9991373,0.00004713689,0.0003579935,0.00005360759,0.0001106519,0.0002553637,0.000006286586,0.000007178834,0.00002452095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4667952,"threshold_uncertainty_score":0.3857035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1416328179171248,"score_gpt":0.387440913978638,"score_spread":0.2458080960615132,"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."}}