{"id":"W3011337136","doi":"10.1097/rnj.0000000000000259","title":"Examining Fall Risk Assessment in Geriatric Rehabilitation Settings Using Translational Research","year":2020,"lang":"en","type":"article","venue":"Rehabilitation Nursing","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; Public Health Ontario; University of Toronto","funders":"","keywords":"Coaching; Fall prevention; Rehabilitation; Accountability; Focus group; Medicine; Nursing; Risk assessment; Human factors and ergonomics; Psychology; Poison control; Physical therapy; Medical emergency; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006305618,0.0001957254,0.0003522108,0.0005196375,0.0009676909,0.00003545619,0.0001599202,0.0002827843,0.00003711768],"category_scores_gemma":[0.003634692,0.0002188445,0.0001037827,0.001591734,0.0001924557,0.0006649916,0.00003222332,0.001541891,0.00005450168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009865361,"about_ca_system_score_gemma":0.0005510447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002224721,"about_ca_topic_score_gemma":0.00005961237,"domain_scores_codex":[0.9919552,0.004720862,0.001183308,0.0006804289,0.0007962252,0.0006640158],"domain_scores_gemma":[0.9916699,0.006947681,0.000387215,0.0002588681,0.0005584356,0.0001779334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002647864,0.0006878504,0.8356105,0.001060941,0.00001962624,0.000001684282,0.1049497,0.0008528306,0.02309094,0.004532369,0.00179975,0.02712899],"study_design_scores_gemma":[0.001730617,0.0004609418,0.9040263,0.001077488,0.00002340576,4.537593e-7,0.03245481,0.04677956,0.000001046362,0.01260943,0.0006349919,0.0002009334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738012,0.0001651328,0.007973356,0.0128377,0.0004417011,0.001838627,0.00002477678,0.0001308886,0.002786597],"genre_scores_gemma":[0.9144297,0.00001696699,0.08471262,0.0001697167,0.0003946424,0.0001350238,0.00006918636,0.00004255048,0.0000296537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07673927,"threshold_uncertainty_score":0.8924219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09294517731628477,"score_gpt":0.4637032755030016,"score_spread":0.3707580981867168,"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."}}