{"id":"W2325897570","doi":"10.1097/nnd.0b013e318217b407","title":"Effectiveness of a Fall Awareness and Education Program in Acute Care","year":2011,"lang":"en","type":"article","venue":"Journal for Nurses in Staff Development","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Acute care; Health care; Medicine; Institution; Nursing; Medical emergency; Psychology; Political science","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":[0.0007410372,0.0001184899,0.0002691215,0.0002233167,0.0001970959,0.000006470248,0.0001099101,0.0001284953,0.000003317832],"category_scores_gemma":[0.00004573118,0.0001024572,0.00003665115,0.0001606967,0.00003075267,0.0001424387,0.00003718847,0.0002801667,0.000001820408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003603576,"about_ca_system_score_gemma":0.001017869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009145582,"about_ca_topic_score_gemma":0.0004984781,"domain_scores_codex":[0.9985917,0.0002663611,0.0005592281,0.0001663869,0.0001303731,0.0002860105],"domain_scores_gemma":[0.9992245,0.0001071558,0.000264974,0.000089758,0.0002426317,0.00007099585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007470025,0.002085354,0.6796681,0.002461779,0.00006165463,0.000005463145,0.04524454,3.764992e-7,0.0006238795,0.0005010175,0.000238766,0.2683621],"study_design_scores_gemma":[0.001855626,0.0002380465,0.973212,0.002490374,0.00001859784,0.000006364507,0.01257128,0.000007129735,0.00009897474,0.001921766,0.007450662,0.0001292002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927913,0.000439726,0.0001357909,0.000009105024,0.003674371,0.002166567,0.000008811354,0.00001244043,0.0007619158],"genre_scores_gemma":[0.9905195,0.0001982126,0.007503911,0.000009977096,0.00003905781,0.001170992,0.00003918562,0.00001714191,0.0005020463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2935439,"threshold_uncertainty_score":0.4178085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03208298813471513,"score_gpt":0.4104806107388357,"score_spread":0.3783976226041206,"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."}}