{"id":"W2105146834","doi":"10.1371/journal.pone.0009515","title":"A Scoping Review of Strategies for the Prevention of Hip Fracture in Elderly Nursing Home Residents","year":2010,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St. Michael's Hospital; Western University; Sunnybrook Health Science Centre; Health Sciences Centre; Ottawa Hospital; Hamilton Health Sciences; University of Toronto; University Health Network; McMaster University","funders":"Canadian Institutes of Health Research; Sanofi; Amgen; Pfizer; University of Toronto; Eli Lilly and Company","keywords":"Hip fracture; Medicine; Psychological intervention; Physical therapy; Randomized controlled trial; Vitamin D and neurology; Osteoporosis; Population; Gerontology; Internal medicine; Nursing; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02538998,0.002482311,0.008939573,0.02121566,0.001680188,0.005117741,0.003095222,0.004157085,0.00607053],"category_scores_gemma":[0.08677098,0.001567241,0.009121929,0.01880931,0.001465153,0.003866604,0.002550325,0.002030893,0.0007122597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007112988,"about_ca_system_score_gemma":0.0238575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143938,"about_ca_topic_score_gemma":0.0252825,"domain_scores_codex":[0.9808764,0.007639152,0.007687463,0.0007415914,0.002683608,0.0003717499],"domain_scores_gemma":[0.9503757,0.03554517,0.007601264,0.0005641641,0.005458435,0.0004552712],"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":[0.0001668402,0.00003145727,0.0003294252,0.9202914,0.002876049,0.0001000463,0.0004211593,0.0001426482,0.000131077,0.0004536191,0.002281634,0.07277472],"study_design_scores_gemma":[0.0001046051,0.00009634053,0.0006825243,0.9769292,0.01041003,0.00008878582,0.0002433471,0.00005172853,0.00007217822,0.0002218423,0.01108699,0.00001229359],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006833222,0.9964194,0.0002399686,0.0006476115,0.0002448655,0.0009677989,0.0001891452,0.00001170119,0.0005960301],"genre_scores_gemma":[0.004481154,0.9921976,0.001099491,0.0005315529,0.00009163479,0.001270994,0.0001783792,0.000005490358,0.0001437355],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02538998,"threshold_uncertainty_score":0.1342767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1826075978703451,"score_gpt":0.4603919171959214,"score_spread":0.2777843193255763,"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."}}