{"id":"W4365483321","doi":"10.1007/s41999-023-00778-x","title":"Diagnostic power of relative sit-to-stand muscle power, grip strength, and gait speed for identifying a history of recurrent falls and fractures in older adults","year":2023,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Australian Institute for Musculoskeletal Science","keywords":"Medicine; Receiver operating characteristic; Grip strength; Physical therapy; Anthropometry; Preferred walking speed; Gait; Stopwatch; Physical medicine and rehabilitation; Internal medicine; Statistics; Mathematics","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":[0.001560433,0.0001725276,0.0004549271,0.0004141112,0.00007876266,0.000001996085,0.0001053481,0.0000790035,0.00006907409],"category_scores_gemma":[0.002523233,0.0001424081,0.00004209954,0.0003619985,0.00009940342,0.00009522506,0.0001173637,0.0002992778,0.00001469764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009907917,"about_ca_system_score_gemma":0.00007295683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008330183,"about_ca_topic_score_gemma":0.00004092828,"domain_scores_codex":[0.9977599,0.0005326496,0.0008139156,0.000354869,0.0002329468,0.0003056742],"domain_scores_gemma":[0.9973167,0.001701455,0.0004743148,0.000213648,0.0001459319,0.0001479246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002410609,0.001505004,0.08939355,0.0115569,0.0002624002,0.0002088741,0.5518542,0.000004558706,0.02463415,0.001048072,0.2690402,0.04808149],"study_design_scores_gemma":[0.004925587,0.0004517372,0.9803981,0.002958588,0.0000566323,8.024842e-7,0.005077274,0.00003491083,0.00000217193,0.0001365165,0.005827049,0.0001306016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985425,0.007832805,0.0001423463,0.0002824091,0.001295421,0.001331912,0.00004851326,0.00003898548,0.003602596],"genre_scores_gemma":[0.9964112,0.001734319,0.0001407521,0.0001279858,0.0001886502,0.00001831005,0.00004468968,0.00003600325,0.001298067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8910046,"threshold_uncertainty_score":0.5807235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881637942692889,"score_gpt":0.3400796399126262,"score_spread":0.3112632604856973,"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."}}