{"id":"W3190053480","doi":"10.1111/1475-6773.13864","title":"An international comparison of <scp>long‐term</scp> care trajectories and spending following hip fracture","year":2021,"lang":"en","type":"article","venue":"Health Services Research","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Trillium Health Centre; University of Toronto","funders":"Socialstyrelsen; Health Foundation; Ontario Ministry of Health and Long-Term Care; Commonwealth Fund","keywords":"Hip fracture; Medicine; Acute care; Long-term care; Health care; Rehabilitation; Cohort; Retrospective cohort study; Cohort study; Inpatient care; Demography; Emergency medicine; Family medicine; Physical therapy; Nursing; Osteoporosis; Surgery; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005521647,0.0001325594,0.0004181681,0.0002517989,0.0002705826,0.00008908173,0.0002060307,0.0001384182,0.00009722056],"category_scores_gemma":[0.00007911657,0.0001166913,0.00006746858,0.0003506182,0.00005665538,0.0002260514,0.00009360213,0.0006645692,0.000006836968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252624,"about_ca_system_score_gemma":0.0003682111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008720371,"about_ca_topic_score_gemma":0.001293637,"domain_scores_codex":[0.9975897,0.0002446075,0.0003546773,0.0003647958,0.000968881,0.0004773264],"domain_scores_gemma":[0.9983944,0.0003572553,0.0001214846,0.0003421514,0.0003962232,0.0003884453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004318032,0.0001384157,0.9313167,0.002342401,0.00006473914,0.00009142609,0.05868348,0.000008287984,0.001677195,0.00003614525,0.00007328178,0.005524802],"study_design_scores_gemma":[0.0007579458,0.0003345327,0.9336223,0.0006562254,0.00001505206,0.00002091113,0.05159143,0.0002889363,0.008372254,0.00002555601,0.00427441,0.0000404402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877222,0.009833729,0.00004490378,0.0005516931,0.0002651323,0.0002926288,0.00002088815,0.00003182848,0.001237057],"genre_scores_gemma":[0.997743,0.0004383553,0.0004512813,0.0005014894,0.0003681485,0.00000989357,0.0003417121,0.00002473326,0.0001214431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100208,"threshold_uncertainty_score":0.4758532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06399310073236524,"score_gpt":0.4785986028757193,"score_spread":0.4146055021433541,"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."}}