{"id":"W4252676987","doi":"10.33140/jnh/02/02/00003","title":"A Fall Prevention Quality Improvement Project in a Long Term Care Facility: Critical Analysis","year":2017,"lang":"en","type":"article","venue":"Journal of Nursing & Healthcare","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fall prevention; Quality management; Falling (accident); Medicine; Root cause analysis; Occupational safety and health; Poison control; Nursing; Suicide prevention; Gerontology; Medical emergency; Environmental health; Operations management; Engineering; Forensic engineering; Management system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06098058,0.0009523083,0.0007386154,0.006073267,0.006337225,0.005850763,0.002707131,0.001292167,0.001549285],"category_scores_gemma":[0.09211643,0.000535378,0.001015664,0.003948159,0.001924337,0.003401025,0.004582924,0.00379737,0.0001888668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01536313,"about_ca_system_score_gemma":0.05594162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0207609,"about_ca_topic_score_gemma":0.02967975,"domain_scores_codex":[0.9550492,0.02163919,0.004882358,0.0008937636,0.01472618,0.002809309],"domain_scores_gemma":[0.7826881,0.04192131,0.01421946,0.002693337,0.1376048,0.02087298],"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":[0.001200578,0.005885799,0.3002851,0.009931779,0.0005764813,0.004809868,0.04645885,0.004570416,0.004948712,0.006620267,0.06056612,0.554146],"study_design_scores_gemma":[0.0005591831,0.016604,0.6404278,0.01201424,0.0008119018,0.002231932,0.2262451,0.01703925,0.007444165,0.004907202,0.0710417,0.0006735487],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7900045,0.01118653,0.04787258,0.1003829,0.0020222,0.02939472,0.001197981,0.000661057,0.01727753],"genre_scores_gemma":[0.9099516,0.004544022,0.06986634,0.005218663,0.0004609376,0.006538452,0.0009959319,0.00008272917,0.002341368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06098058,"threshold_uncertainty_score":0.3225001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1223866054101388,"score_gpt":0.5309445876404573,"score_spread":0.4085579822303185,"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."}}