{"id":"W4415138156","doi":"10.3390/diagnostics15202578","title":"Quantifying Gait and Posture in Geriatric Inpatients Using Inertial Sensors and Posturography: A Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"Diagnostics","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tinetti test; Gait; Posturography; Balance (ability); Gait analysis; Preferred walking speed; STRIDE; Rehabilitation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001331522,0.0001813675,0.0002885401,0.000455156,0.0001223329,0.00009074372,0.00003352038,0.0001033662,0.000005825349],"category_scores_gemma":[0.0005107602,0.0001592172,0.00004445759,0.0005512289,0.0000630321,0.00006197674,0.00008818536,0.0001681293,0.0000010997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006918985,"about_ca_system_score_gemma":0.00005196944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004923033,"about_ca_topic_score_gemma":0.0001240734,"domain_scores_codex":[0.9988442,0.00005152853,0.0003283555,0.0003567518,0.0002045832,0.0002145614],"domain_scores_gemma":[0.9991817,0.0004213654,0.00006213892,0.0001457006,0.0001009586,0.00008815878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001387543,0.001379647,0.9971479,0.00005586827,0.0001224444,0.0001787996,0.000339561,0.00003581266,0.00009335023,0.00005633021,0.00002564875,0.0004259091],"study_design_scores_gemma":[0.003707976,0.0004767763,0.9946578,0.0001452683,0.0001909097,0.00003145362,0.0002400944,0.0002863272,0.00009697565,0.00002086324,0.00002861567,0.0001169346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962226,0.002401992,0.000002400679,0.00009710671,0.0002895434,0.0008843603,0.00001918972,0.00002450752,0.00005834613],"genre_scores_gemma":[0.9987372,0.0006031566,0.0002476843,0.0002697639,0.0000626638,0.0000429316,0.00001651453,0.00001441749,0.000005639214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003569222,"threshold_uncertainty_score":0.6492688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04291577949912991,"score_gpt":0.3661438207272456,"score_spread":0.3232280412281157,"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."}}