{"id":"W4308715502","doi":"10.1093/ptj/pzac154","title":"The Effect of Reactive Balance Training on Falls in Daily Life: An Updated Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Physical Therapy","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Université de Moncton; Université de Sherbrooke; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University of Waterloo; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; Toronto Rehabilitation Institute","keywords":"Medicine; Meta-analysis; Balance (ability); Adverse effect; Randomized controlled trial; Injury prevention; Poison control; MEDLINE; Physical therapy; Fall prevention; Occupational safety and health; Balance problems; Suicide prevention; Falls in older adults; Relative risk; Confidence interval; Internal medicine; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003649388,0.0004763448,0.008764162,0.000131004,0.000313722,0.00001285541,0.000468205,0.0001912333,0.00005136492],"category_scores_gemma":[0.0002163752,0.0002306598,0.001790555,0.001128136,0.00006274441,0.00008693042,0.00005986913,0.001524554,0.00001868727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009595334,"about_ca_system_score_gemma":0.0001135545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003264499,"about_ca_topic_score_gemma":0.000008956009,"domain_scores_codex":[0.9845959,0.0128967,0.001235553,0.0005217185,0.0003954883,0.0003546563],"domain_scores_gemma":[0.9929332,0.004436306,0.001598883,0.0008914119,0.000039902,0.0001002546],"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":[0.0001217385,0.0006178693,0.000006212382,0.8098804,0.1411707,0.000004280781,0.002062342,4.315856e-7,0.000007888037,0.001271735,0.0002813659,0.04457501],"study_design_scores_gemma":[0.001353932,0.001270156,0.0001590895,0.05486406,0.8026395,0.000001242733,0.0003826353,0.00009853187,2.368062e-7,0.0004280643,0.1379658,0.0008367774],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002420674,0.9931906,0.000002854452,0.00008695329,0.00005448443,0.005945501,0.0001225813,0.00003092063,0.0003240492],"genre_scores_gemma":[0.001207641,0.9936999,0.000003948443,0.000420457,0.00006403303,0.004040841,0.0002946478,0.00004741399,0.0002211219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7550164,"threshold_uncertainty_score":0.9406034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1458924805751202,"score_gpt":0.4600095545355562,"score_spread":0.314117073960436,"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."}}