{"id":"W2790778478","doi":"10.1097/nor.0000000000000431","title":"Developing and Testing an International Audit of Nursing Quality Indicators for Older Adults With Fragility Hip Fracture","year":2018,"lang":"en","type":"article","venue":"Orthopaedic Nursing","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC","funders":"","keywords":"Audit; Hip fracture; Medicine; Acute care; Nursing; Quality (philosophy); Fragility; Health care; Business; Accounting; 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":[0.1145438,0.0005842608,0.0007547166,0.004004519,0.001160252,0.002287179,0.0009582064,0.0005675372,0.0005839975],"category_scores_gemma":[0.1415936,0.0004741681,0.0008901033,0.004029579,0.0008389489,0.002337279,0.003215735,0.001270804,0.0002224624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004555387,"about_ca_system_score_gemma":0.02136068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00673128,"about_ca_topic_score_gemma":0.009846471,"domain_scores_codex":[0.922269,0.03810334,0.02224825,0.00253006,0.01269545,0.002153914],"domain_scores_gemma":[0.8361399,0.03400347,0.03430595,0.01135031,0.07997908,0.004221245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004969364,0.0009199838,0.7415618,0.0008656421,0.0001495672,0.00008299618,0.005813018,0.001818134,0.001043957,0.001381388,0.004835371,0.2410312],"study_design_scores_gemma":[0.0002872223,0.002811751,0.9506982,0.00173512,0.0002299102,0.0002328676,0.008494277,0.007799315,0.004607485,0.001120989,0.021893,0.00008987861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8838072,0.001534726,0.05407499,0.004184403,0.0003893327,0.0294251,0.003286958,0.0007378089,0.02255943],"genre_scores_gemma":[0.8578186,0.0008851451,0.1262183,0.0004719829,0.00004080464,0.01025387,0.003290982,0.00004519265,0.0009751996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1145438,"threshold_uncertainty_score":0.6057726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03549815564422545,"score_gpt":0.3635844819139117,"score_spread":0.3280863262696863,"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."}}