{"id":"W7076167288","doi":"10.34961/7664","title":"The ability of clinical balance measures to identify falls risk in multiple sclerosis: a systematic review and meta-analysis","year":2018,"lang":"en","type":"article","venue":"University of Limerick Institutional Repository (University of Limerick)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Berg Balance Scale; Balance (ability); Confidence interval; Receiver operating characteristic; Poison control; Scale (ratio); Injury prevention; Predictive validity; Risk assessment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02202493,0.003054911,0.02435603,0.01075535,0.0007953194,0.00379136,0.002521119,0.00273599,0.002592193],"category_scores_gemma":[0.06388506,0.001615701,0.03229674,0.009645082,0.0009680534,0.002613103,0.001866822,0.001668888,0.0002256882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003267308,"about_ca_system_score_gemma":0.005059909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005647004,"about_ca_topic_score_gemma":0.01301057,"domain_scores_codex":[0.9852378,0.005763369,0.005171047,0.001274104,0.002233435,0.00032029],"domain_scores_gemma":[0.9588487,0.03032047,0.006749721,0.000869776,0.002869441,0.0003417949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001408673,0.00002832863,0.004746757,0.5871089,0.3920082,0.00008928882,0.0001080649,0.0002742568,0.0001457841,0.00007723171,0.0003324333,0.01367212],"study_design_scores_gemma":[0.0005873577,0.0003564102,0.006426323,0.07848322,0.9121308,0.0001639898,0.0000697178,0.0001801642,0.0001381102,0.0001462352,0.001285518,0.0000321489],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003753082,0.9951414,0.0002557893,0.0001247466,0.00009095086,0.0002742926,0.0002209075,0.00001454925,0.0001243127],"genre_scores_gemma":[0.1323004,0.8621971,0.002139178,0.0005698385,0.0002838151,0.001709891,0.0005853045,0.00001879751,0.0001957291],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02435603,"threshold_uncertainty_score":0.1164804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.049196340276431,"score_gpt":0.2683695332427002,"score_spread":0.2191731929662692,"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."}}