{"id":"W2013342965","doi":"10.1007/s00402-013-1756-z","title":"Co-morbidities in elderly patients with hip fracture: recommendations of the ISFR-IOF hip fracture outcomes working group","year":2013,"lang":"en","type":"article","venue":"Archives of Orthopaedic and Trauma Surgery","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Sunnybrook Hospital; McMaster University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Hip fracture; Physical therapy; Orthopedic surgery; Medical diagnosis; Psychological intervention; Quality of life (healthcare); Population; Osteoporosis; Surgery; Internal medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000161664,0.0002351141,0.0005920439,0.0002826082,0.0001023056,0.00001595852,0.0001061909,0.00009676567,0.0001683362],"category_scores_gemma":[0.0001396274,0.0001356427,0.0002287354,0.0001855971,0.0003836157,0.0001485809,0.00002527751,0.0004188237,0.000001746618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000802162,"about_ca_system_score_gemma":0.00006432416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003834911,"about_ca_topic_score_gemma":0.00007144731,"domain_scores_codex":[0.998478,0.000125305,0.0005365929,0.000246153,0.0003275588,0.0002864006],"domain_scores_gemma":[0.9974757,0.001712715,0.0003250537,0.0003273856,0.00004015755,0.0001189852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001428706,0.0002439154,0.892933,0.0001085073,0.0001066512,0.000004877761,0.002258461,0.00000292977,0.0000201443,0.00002958146,0.001261921,0.1028872],"study_design_scores_gemma":[0.001291695,0.0001207491,0.9917804,0.0005085931,0.00006905094,0.000005373141,0.0006240958,0.000008970367,0.0002594301,0.0005162954,0.004672051,0.0001432858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938613,0.0004539275,0.0001337137,0.003219074,0.0001334468,0.0004981888,0.0000214161,0.00002072875,0.001658214],"genre_scores_gemma":[0.9980139,0.0001556216,0.0002861219,0.00121064,0.00005738097,0.00003300739,0.00009812748,0.00002663524,0.000118556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1027439,"threshold_uncertainty_score":0.5531346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653546053148163,"score_gpt":0.2419078810123474,"score_spread":0.2253724204808658,"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."}}