{"id":"W4213325950","doi":"10.1111/acem.14466","title":"Hot off the press: Stop fallin’—Geriatric fall prevention in the emergency department","year":2022,"lang":"en","type":"letter","venue":"Academic Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Emergency department; Psychological intervention; Fall prevention; Gerontology; Poison control; Medical emergency; Suicide prevention; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01525427,0.00099632,0.002649523,0.004945439,0.000969219,0.004078227,0.001683112,0.003692992,0.01156376],"category_scores_gemma":[0.0652182,0.0005546538,0.003880006,0.004149744,0.0009424907,0.004710431,0.002279852,0.003078198,0.002115249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002557723,"about_ca_system_score_gemma":0.008001684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005620257,"about_ca_topic_score_gemma":0.01251052,"domain_scores_codex":[0.9876192,0.006522499,0.002901374,0.0005471956,0.002112053,0.0002977094],"domain_scores_gemma":[0.9570919,0.02699135,0.007051272,0.0009178341,0.007211432,0.00073622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007567831,0.0001029466,0.001503502,0.3170937,0.002875647,0.0001499206,0.0006993052,0.0001366576,0.0003995331,0.003182834,0.1853079,0.4877912],"study_design_scores_gemma":[0.0004541264,0.0004771948,0.006713254,0.6650304,0.004894485,0.0004470061,0.001052986,0.0001295588,0.0004482219,0.002306816,0.3179831,0.00006295839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001479137,0.9543387,0.0006998596,0.03139645,0.006068274,0.0005304336,0.0009604285,0.00008835293,0.004438419],"genre_scores_gemma":[0.02054683,0.9331356,0.005830659,0.0313971,0.004297653,0.00115705,0.001248893,0.00007962363,0.002306617],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01525427,"threshold_uncertainty_score":0.08067322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05431975077885321,"score_gpt":0.3480941239989784,"score_spread":0.2937743732201252,"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."}}