{"id":"W4412507038","doi":"10.1177/13872877251360031","title":"Reducing falls in inpatient older adults: Quality improvement initiative","year":2025,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; McMaster University; CARE Canada","funders":"","keywords":"Quality (philosophy); Quality management; Medicine; Gerontology; Psychology; Operations management; Engineering","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":[0.01077303,0.0004162651,0.0005503689,0.0009794505,0.001162779,0.001487424,0.00125644,0.0005738679,0.001887153],"category_scores_gemma":[0.01547847,0.0001874023,0.001006728,0.00171018,0.0005421069,0.0006966591,0.002989425,0.001283554,0.000228476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006306769,"about_ca_system_score_gemma":0.02633289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04405389,"about_ca_topic_score_gemma":0.104754,"domain_scores_codex":[0.9920506,0.002463054,0.001023223,0.0003571138,0.003030147,0.001075915],"domain_scores_gemma":[0.9797046,0.001144649,0.004556663,0.0006079043,0.004576913,0.009409338],"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":[0.000702994,0.007029146,0.384449,0.002138761,0.0005680876,0.0001576077,0.001811267,0.0006018311,0.0006565407,0.0009617053,0.08479989,0.5161231],"study_design_scores_gemma":[0.0009971806,0.002713303,0.9598958,0.001334686,0.0002499012,0.0001312574,0.001231247,0.0006111802,0.0002287833,0.0004120982,0.03215943,0.00003509724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7780396,0.02027971,0.008356934,0.09853513,0.001647838,0.01178344,0.01110511,0.001338679,0.06891343],"genre_scores_gemma":[0.9103658,0.01246025,0.04200684,0.01418595,0.0006784999,0.005766621,0.008290731,0.00007661888,0.006168872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04405389,"threshold_uncertainty_score":0.08759493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708112234962375,"score_gpt":0.3967434717393476,"score_spread":0.3596623493897239,"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."}}