{"id":"W2009595712","doi":"10.1007/s00198-013-2390-x","title":"Changes in frailty-related characteristics of the hip fracture population and their implications for healthcare services: evidence from Quebec, Canada","year":2013,"lang":"en","type":"article","venue":"Osteoporosis International","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; Royal Victoria Regional Health Centre; McGill University Health Centre; Western University","funders":"","keywords":"Medicine; Hip fracture; Osteoporosis; Demography; Gerontology; Population; Dementia; Rehabilitation; Sarcopenia; Geriatrics; Physical therapy; Internal medicine; Environmental health; Disease; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002826231,0.0005400875,0.001190899,0.002263914,0.003663057,0.002575968,0.002266279,0.001064016,0.003564432],"category_scores_gemma":[0.01007378,0.0004486371,0.001698138,0.009084385,0.001455513,0.000722333,0.001141376,0.001442187,0.0002150507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04784627,"about_ca_system_score_gemma":0.06090063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979839,"about_ca_topic_score_gemma":0.999038,"domain_scores_codex":[0.9972396,0.0004300839,0.0002217022,0.0003125056,0.001042845,0.0007532739],"domain_scores_gemma":[0.989293,0.001163774,0.001835015,0.000300589,0.00579198,0.001615696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004105605,0.0001237478,0.9753088,0.0004825428,0.0007202275,0.0001060901,0.001019494,0.0002635094,0.0000629509,0.0002749879,0.003946429,0.01728057],"study_design_scores_gemma":[0.00005965601,0.00003348844,0.9968956,0.000355823,0.0002942976,0.00002565398,0.0009944,0.0001370207,0.00002047129,0.00003926877,0.001124368,0.0000198872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320673,0.03874705,0.0003416283,0.003740023,0.0001828885,0.0002542904,0.01374366,0.00002173234,0.01090138],"genre_scores_gemma":[0.986423,0.00835005,0.0003399744,0.000845345,0.00003464909,0.00006453849,0.002760974,0.000008786215,0.001172605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04784627,"threshold_uncertainty_score":0.3471506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908233738359125,"score_gpt":0.2746582761270103,"score_spread":0.255575938743419,"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."}}