{"id":"W2962888905","doi":"","title":"Comprehensive Falls Analysis at a Long-Term Care Facility: Trends and Recommendations","year":2019,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Deliverable; Presentation (obstetrics); Health care; Best practice; Long-term care; Quality management; Medicine; Nursing; Program evaluation; Medical education; Engineering; Operations management; Political science; Management system","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":[0.01618675,0.001544673,0.001614754,0.007161053,0.002878545,0.006155392,0.004073801,0.003021334,0.004382189],"category_scores_gemma":[0.03650982,0.0006393243,0.001676916,0.00678387,0.0008285405,0.005766022,0.003543221,0.003812788,0.001743655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0046403,"about_ca_system_score_gemma":0.02915058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09908861,"about_ca_topic_score_gemma":0.2203186,"domain_scores_codex":[0.9892612,0.002727149,0.002379717,0.0008416637,0.003721985,0.001068341],"domain_scores_gemma":[0.9399543,0.009399255,0.004538363,0.001385723,0.03487178,0.009850503],"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":[0.0001613076,0.001230732,0.3048621,0.003733909,0.0002588513,0.0004667426,0.00245414,0.001089105,0.0008079385,0.000762141,0.2051859,0.4789871],"study_design_scores_gemma":[0.0001293038,0.001762562,0.7128902,0.02799599,0.001120021,0.0009660942,0.06921903,0.007786928,0.002360786,0.006653656,0.1687012,0.0004143262],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1707682,0.05032683,0.03697969,0.6657451,0.006181221,0.004335239,0.01509318,0.004684954,0.04588566],"genre_scores_gemma":[0.549099,0.1099634,0.2438298,0.04670668,0.002903121,0.005305562,0.01929263,0.0007757354,0.02212408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09908861,"threshold_uncertainty_score":0.1970237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035664607655405,"score_gpt":0.4928721630469354,"score_spread":0.3893057022813949,"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."}}