{"id":"W4409849341","doi":"10.1136/bmjopen-2024-093893","title":"Scoping review exploring the impact of hip fracture in older adults with cognitive impairment or dementia","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"CINAHL; Medicine; Hip fracture; Dementia; Data extraction; Gerontology; MEDLINE; Institutionalisation; Quality of life (healthcare); Grey literature; Cognition; Physical therapy; Psychiatry; Psychological intervention; Nursing; Osteoporosis","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":[],"consensus_categories":[],"category_scores_codex":[0.01741954,0.001817675,0.006277911,0.01540302,0.00128937,0.004096021,0.002257385,0.003620337,0.006702051],"category_scores_gemma":[0.1023195,0.00117246,0.007009133,0.01584277,0.001131329,0.002985313,0.002598556,0.001840362,0.0007129788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005447657,"about_ca_system_score_gemma":0.02542627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118941,"about_ca_topic_score_gemma":0.02579053,"domain_scores_codex":[0.9842924,0.004932831,0.00639119,0.0008431427,0.003079292,0.0004610776],"domain_scores_gemma":[0.9475457,0.03650189,0.008799404,0.0006274944,0.006152278,0.0003732172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001297684,0.00001778664,0.0007404747,0.9398839,0.003146492,0.000171969,0.0005519025,0.0001260595,0.0001053241,0.0003545762,0.003558286,0.05121343],"study_design_scores_gemma":[0.00004337828,0.00007922356,0.001695196,0.9726868,0.009613591,0.0001927071,0.0002889532,0.00003738144,0.00006694812,0.0002180412,0.01506207,0.00001568838],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001278655,0.9946588,0.000268133,0.0006273914,0.0003436532,0.001127406,0.000612948,0.00001142981,0.001071597],"genre_scores_gemma":[0.007406265,0.9886895,0.0006815564,0.0007137032,0.0001732161,0.001655946,0.0004319964,0.000005750045,0.0002421526],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01741954,"threshold_uncertainty_score":0.0921244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07443434888021375,"score_gpt":0.4443480959808807,"score_spread":0.3699137471006669,"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."}}