{"id":"W3204871496","doi":"10.1097/ncq.0000000000000599","title":"Using Patient Simulation to Promote Best Practices in Fall Prevention and Postfall Assessment in Nursing Homes","year":2021,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Veterans Affairs Canada; Bruyère; Registered Nurses' Association of Ontario","funders":"","keywords":"Fall prevention; Nursing; Audit; Medicine; Human factors and ergonomics; Poison control; Gerontology; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001695404,0.0001356864,0.0003926657,0.0002439272,0.0001964311,0.00003979689,0.00006743332,0.0001718034,0.000003646501],"category_scores_gemma":[0.0005739742,0.0001361827,0.00007683877,0.0003387275,0.00002665332,0.000562164,0.00002604307,0.0007337392,0.000001161697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611185,"about_ca_system_score_gemma":0.0006146407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002248841,"about_ca_topic_score_gemma":0.0007803655,"domain_scores_codex":[0.9958261,0.00200926,0.001206846,0.000238498,0.0004201025,0.000299211],"domain_scores_gemma":[0.9972335,0.0002803357,0.001624219,0.0001547911,0.0005893963,0.0001177558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007016919,0.005270919,0.3409885,0.001080744,0.00005094431,0.00008920402,0.1363128,0.002399289,0.03028317,0.0005903936,0.00006377709,0.4821686],"study_design_scores_gemma":[0.001724173,0.0004128259,0.8708395,0.01611422,0.00007455404,0.00002328289,0.1061119,0.001761011,0.00002851619,0.002523973,0.0001943347,0.0001917252],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937434,0.001098936,0.001623658,0.001040709,0.001132809,0.0004952356,0.000005400417,0.000008080193,0.0008518178],"genre_scores_gemma":[0.9879553,0.00006499016,0.01161194,0.00009812264,0.0002072724,0.000003913299,0.0000131834,0.00001506629,0.00003018334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5298511,"threshold_uncertainty_score":0.5553371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1744887685862434,"score_gpt":0.5674710772595326,"score_spread":0.3929823086732892,"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."}}