{"id":"W4417153626","doi":"10.1111/acem.70201","title":"Physical and Occupational Therapist Evaluations for Fall Prevention in the Emergency Department: A Geriatric <scp>ED</scp> Guidelines 2.0 Systematic Review","year":2025,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; Ohio State University; John A. Hartford Foundation","keywords":"Fall prevention; Physical therapist; Occupational safety and health; Emergency department; Primary prevention; Poison control; Suicide prevention","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":[0.0258252,0.002694334,0.01094263,0.01660989,0.001166049,0.005356829,0.00416723,0.004191767,0.00776014],"category_scores_gemma":[0.08180232,0.002214467,0.01016523,0.01296065,0.00141925,0.004660194,0.003325866,0.001880889,0.001136888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00809468,"about_ca_system_score_gemma":0.02973948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01157268,"about_ca_topic_score_gemma":0.02808962,"domain_scores_codex":[0.9742766,0.008603558,0.01085981,0.001265991,0.004398899,0.0005951295],"domain_scores_gemma":[0.9388184,0.03167004,0.01811428,0.001176374,0.009418987,0.0008019581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001085209,0.00001242575,0.0005316561,0.9705623,0.00263704,0.00005662762,0.0001998742,0.00008905173,0.0001461852,0.0002685098,0.004460222,0.02092749],"study_design_scores_gemma":[0.0001817312,0.00006202708,0.001427146,0.969828,0.01134941,0.0001474848,0.000102968,0.00010159,0.00009033464,0.0002421763,0.01644113,0.00002590896],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00166181,0.9723383,0.001388204,0.003622788,0.0007533554,0.01452935,0.003553373,0.0001963705,0.001956553],"genre_scores_gemma":[0.01710911,0.9264563,0.01560278,0.004926838,0.0004101821,0.03096455,0.00274909,0.0000825715,0.001698556],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0258252,"threshold_uncertainty_score":0.1365784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09470591805205028,"score_gpt":0.499225267115193,"score_spread":0.4045193490631427,"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."}}