{"id":"W4415996897","doi":"10.1111/acem.70183","title":"Management of Agitation in Emergency Medical Services for Older Adults: A Qualitative Exploration","year":2025,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Emergency medical services; Qualitative research; Medical services; MEDLINE; Health services","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01364816,0.000369976,0.0006111428,0.001577987,0.005198351,0.002756073,0.001185509,0.0009588689,0.002068701],"category_scores_gemma":[0.01500942,0.0004906195,0.0003512823,0.002171527,0.004548302,0.002290566,0.00361363,0.00143579,0.0001717118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008259043,"about_ca_system_score_gemma":0.01195138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02040949,"about_ca_topic_score_gemma":0.03638532,"domain_scores_codex":[0.994284,0.004148757,0.0002363619,0.0002196039,0.0004396279,0.000671658],"domain_scores_gemma":[0.9882434,0.008806759,0.0009171233,0.00019753,0.001070625,0.0007645533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001955945,0.00002484307,0.002081349,0.0003088127,0.000002395663,0.0004209375,0.9924209,0.00002993036,0.0002590105,0.00100076,0.0003728457,0.003058748],"study_design_scores_gemma":[0.000004074127,0.0000242279,0.001364347,0.0003270717,0.000002661946,0.0001001625,0.9940102,0.00004759511,0.00009339694,0.0002221364,0.003799294,0.00000486783],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879559,0.001162778,0.002560241,0.002805043,0.0000630917,0.0006800804,0.0003478871,0.00001260558,0.00441223],"genre_scores_gemma":[0.9913351,0.002285911,0.00213315,0.000996936,0.00001861417,0.001096152,0.0001393037,0.00001452426,0.001980339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02040949,"threshold_uncertainty_score":0.07217926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0739189015585406,"score_gpt":0.5107942083468926,"score_spread":0.436875306788352,"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."}}