{"id":"W1917358393","doi":"10.1111/j.1741-6787.2012.00258.x","title":"The Real World Journey of Implementing Fall Prevention Best Practices in Three Acute Care Hospitals: A Case Study","year":2012,"lang":"en","type":"article","venue":"Worldviews on Evidence-Based Nursing","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Fall prevention; Accreditation; Best practice; Patient safety; Acute care; Guideline; Nursing; Hospital accreditation; Medical emergency; Process (computing); Medicine; Quality management; Suicide prevention; Poison control; Medical education; Health care; Operations management; Management system; Engineering; Computer science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01087553,0.0008843506,0.0006808171,0.002170081,0.02899669,0.005560557,0.004670949,0.004809118,0.002231003],"category_scores_gemma":[0.02455767,0.001082586,0.0008500338,0.002912862,0.007774531,0.002958881,0.006343798,0.005880523,0.0003695283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03746365,"about_ca_system_score_gemma":0.031179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2362569,"about_ca_topic_score_gemma":0.4884537,"domain_scores_codex":[0.9820067,0.01116065,0.0006315089,0.0006482838,0.002069791,0.003483005],"domain_scores_gemma":[0.971817,0.01130168,0.003240394,0.001030666,0.004341465,0.008268782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001670261,0.002015336,0.03504833,0.0003775727,0.00004643672,0.02781267,0.9020393,0.0005595534,0.0008899937,0.003864656,0.004521577,0.02265746],"study_design_scores_gemma":[0.00003229738,0.0004712563,0.01033121,0.0002613491,0.00002344314,0.003322102,0.9708616,0.0004698866,0.0004317217,0.0004084346,0.01332714,0.00005953282],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984394,0.0004689312,0.001977202,0.006809128,0.00007359478,0.0005483741,0.00007693031,0.00002685194,0.005625053],"genre_scores_gemma":[0.9885489,0.0009734251,0.005784652,0.001757655,0.00003546446,0.0003430779,0.00006830435,0.00002232385,0.002466084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2362569,"threshold_uncertainty_score":0.4697634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1720210249472706,"score_gpt":0.4979567850759478,"score_spread":0.3259357601286772,"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."}}