{"id":"W4392742684","doi":"10.14474/ptrs.2024.13.1.8","title":"Exercise Using Isokinetic Strength Training Equipment and Physical Function Improvement","year":2024,"lang":"en","type":"article","venue":"Physical therapy rehabilitation science","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Grip strength; Balance (ability); Physical medicine and rehabilitation; Timed Up and Go test; Berg Balance Scale; Flexibility (engineering); Strength training; Test (biology)","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":[0.001818826,0.0001465169,0.0002230455,0.0001990159,0.0008948595,0.00007835222,0.000149859,0.00003999074,0.00004323677],"category_scores_gemma":[0.0002771386,0.0001093583,0.00006191034,0.0009789816,0.0005277077,0.000451598,0.00008118283,0.0004341806,0.00006488528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002662751,"about_ca_system_score_gemma":0.0007848211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007569157,"about_ca_topic_score_gemma":0.000001264785,"domain_scores_codex":[0.9974707,0.0001994112,0.0002980963,0.0005876127,0.0007745418,0.0006696251],"domain_scores_gemma":[0.9974674,0.001748296,0.00005300664,0.0002393903,0.0001853038,0.0003065917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001136866,0.0001753059,0.0003323924,0.0003458226,0.000007103467,5.620956e-7,0.04742905,0.00005287344,0.1789915,0.007681895,0.0000748539,0.7647949],"study_design_scores_gemma":[0.002957416,0.007128842,0.05073776,0.002597577,0.00005361615,0.000001153922,0.0280377,0.7399909,0.004778093,0.1489662,0.01383726,0.0009133738],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949073,0.0002165446,0.001005071,0.001913538,0.000439955,0.0009963355,0.000004798022,0.0001127288,0.000403722],"genre_scores_gemma":[0.998435,0.00005691252,0.0005104459,0.0002577898,0.0004399695,0.0001951769,0.000001913276,0.00001787577,0.00008490805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7638816,"threshold_uncertainty_score":0.6882626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09491668408422835,"score_gpt":0.4836069327042367,"score_spread":0.3886902486200083,"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."}}