{"id":"W4401793424","doi":"10.1093/ageing/afae186","title":"Factors influencing older adult community fall prevention exercise implementation: a scoping review","year":2024,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Manitoba","funders":"Canada Research Chairs","keywords":"Medicine; Fall prevention; Balance (ability); Gerontology; Intervention (counseling); Physical therapy; Injury prevention; Poison control; Nursing; Medical emergency","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001164199,0.0004876465,0.001651228,0.0001687474,0.001146484,0.00006436783,0.0002406348,0.0003496395,0.00007318928],"category_scores_gemma":[0.00007858963,0.0003693239,0.0004374569,0.0003720998,0.00003308697,0.000312186,0.0003672268,0.001866708,0.0001166427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001516647,"about_ca_system_score_gemma":0.0003261443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006523723,"about_ca_topic_score_gemma":0.001726932,"domain_scores_codex":[0.9958677,0.001571961,0.00143772,0.0004110647,0.0002253248,0.0004862075],"domain_scores_gemma":[0.9982689,0.0003015023,0.0007517407,0.0004593183,0.00009183466,0.0001266979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[4.494876e-7,0.00002630684,0.00002475132,0.4411824,0.00005962558,0.00006934925,0.001353876,1.3226e-9,5.576405e-7,0.00003450062,0.0008869942,0.5563612],"study_design_scores_gemma":[0.0002364252,0.00002553743,0.001617799,0.9324063,0.002141741,0.000002714845,0.001726021,4.456212e-7,1.967506e-8,0.0001623904,0.0613209,0.00035971],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001850199,0.9922946,0.00003340323,0.00001962111,0.0005017691,0.004365749,0.00003496264,0.0001617301,0.0007379275],"genre_scores_gemma":[0.0003175043,0.9966004,0.00005485519,0.0002997552,0.000220334,0.0007249934,0.0008542882,0.00007145995,0.0008564013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5560015,"threshold_uncertainty_score":0.9998758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1222226732169108,"score_gpt":0.4802334069471249,"score_spread":0.358010733730214,"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."}}