{"id":"W3183862004","doi":"10.1053/j.jrn.2021.06.005","title":"A Systematic Review of Handgrip Strength Measurement in Clinical and Epidemiological Studies of Kidney Disease: Toward a Standardized Approach","year":2021,"lang":"en","type":"review","venue":"Journal of Renal Nutrition","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Kidney disease; Epidemiology; Protocol (science); Population; Systematic review; Physical therapy; Disease; MEDLINE; Physical medicine and rehabilitation; Internal medicine; Environmental health; Pathology; Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01531165,0.001948485,0.01627997,0.009647437,0.0006402395,0.003765916,0.003262622,0.002712492,0.00406566],"category_scores_gemma":[0.04878883,0.001475361,0.01128127,0.009285035,0.001149909,0.00298143,0.002748249,0.001863815,0.0003884386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003771328,"about_ca_system_score_gemma":0.01362069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009824103,"about_ca_topic_score_gemma":0.03636435,"domain_scores_codex":[0.9865512,0.00397379,0.006050413,0.001243946,0.001903567,0.0002771649],"domain_scores_gemma":[0.9690784,0.0227591,0.005146103,0.0005121527,0.002157379,0.0003469128],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001813806,0.00001092217,0.0006470592,0.9394358,0.02460078,0.00007009887,0.0001139716,0.00008233358,0.0001400707,0.0002480878,0.0014228,0.03304674],"study_design_scores_gemma":[0.0004479901,0.0001716224,0.004683536,0.7482257,0.2220929,0.0003206524,0.0001991116,0.0001202539,0.0001537444,0.0005430605,0.02297371,0.00006780903],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003271086,0.9987198,0.0002201123,0.0001914978,0.0001134308,0.0001456667,0.000201703,0.000007091765,0.00007355793],"genre_scores_gemma":[0.007173009,0.9900274,0.001359398,0.0007717048,0.00009467613,0.0003044532,0.0001810411,0.000007237617,0.00008107413],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9846883,"threshold_uncertainty_score":0.08097678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3430046517355864,"score_gpt":0.4994822224490124,"score_spread":0.1564775707134261,"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."}}