{"id":"W2885439030","doi":"","title":"Developing and Testing an International Audit of Nurse Sensitive Quality Indicators for Older Adults with Fragility Hip Fracture","year":2017,"lang":"en","type":"article","venue":"","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; University of British Columbia","funders":"","keywords":"Fragility; Hip fracture; Audit; Medicine; Nursing; Fragility fracture; Psychology; Business; Osteoporosis; Internal medicine; Accounting","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":[0.05893718,0.0007813884,0.001144334,0.002713141,0.001325151,0.003113876,0.001177889,0.0007396265,0.0006720444],"category_scores_gemma":[0.07836257,0.0005505389,0.0009646069,0.003250693,0.0006566622,0.002491873,0.003080494,0.002010565,0.0002468499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004648356,"about_ca_system_score_gemma":0.01743565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02148968,"about_ca_topic_score_gemma":0.02368655,"domain_scores_codex":[0.9649589,0.01246389,0.0110059,0.001994268,0.007514246,0.002062687],"domain_scores_gemma":[0.9123111,0.01609639,0.01809026,0.006456126,0.04276801,0.00427813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002828217,0.0006417424,0.9274001,0.000203812,0.0001153814,0.0000354845,0.001362856,0.0008001421,0.0006713336,0.0004653228,0.003291278,0.06472979],"study_design_scores_gemma":[0.0001311289,0.001379061,0.9771408,0.0004330797,0.0002029538,0.00009520769,0.003004309,0.005516303,0.002733978,0.0004286077,0.008888596,0.00004595665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407575,0.001028035,0.02246799,0.003351945,0.0003993351,0.009257979,0.004284374,0.0006150703,0.01783779],"genre_scores_gemma":[0.9424226,0.0005318376,0.04814864,0.0006237292,0.00005198161,0.002980404,0.004191819,0.00005553461,0.0009934925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05893718,"threshold_uncertainty_score":0.3116933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03231156076038626,"score_gpt":0.3591268727353854,"score_spread":0.3268153119749991,"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."}}