{"id":"W4400874633","doi":"10.1016/j.gerinurse.2024.07.015","title":"Frailty means falling between the cracks: A qualitative study exploring emergency nurses’ understanding of frailty and its use in informing clinical decision-making related to acuity, care, and disposition","year":2024,"lang":"en","type":"article","venue":"Geriatric Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"John A. Hartford Foundation","keywords":"Falling (accident); Disposition; Qualitative research; Gerontology; Nursing; Clinical decision making; Gerontological nursing; Medicine; Emergency nursing; Psychology; Emergency department; Family medicine; Psychiatry; Sociology; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001559236,0.0002843099,0.0006068784,0.0006120839,0.000253497,0.0001201924,0.0001319273,0.0001617467,0.00001226281],"category_scores_gemma":[0.001798104,0.0002337781,0.0001129862,0.001411801,0.00009407265,0.0008569146,0.0001281548,0.0006510984,0.000003234505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004798119,"about_ca_system_score_gemma":0.00008928812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009777936,"about_ca_topic_score_gemma":0.0001101694,"domain_scores_codex":[0.9968163,0.0003169888,0.001318433,0.0005929652,0.0005525044,0.0004027617],"domain_scores_gemma":[0.9964115,0.002789722,0.0001911079,0.0002911733,0.0001447719,0.0001717039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003474469,0.0001823475,0.09632084,0.0003822798,0.0002605446,0.00007820154,0.6027474,0.0001442884,0.0001418359,0.0006037915,0.00006644146,0.2987246],"study_design_scores_gemma":[0.002667817,0.001652911,0.4691313,0.01306036,0.001047039,0.00005332911,0.5007112,0.003076165,0.00006652067,0.007863353,0.00006041855,0.0006096382],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893508,0.001819116,0.005507724,0.0003144904,0.001287733,0.001412534,0.00002550932,0.00009432046,0.0001877616],"genre_scores_gemma":[0.9978439,0.0002763294,0.001587208,0.00001410533,0.0001686035,0.00003134787,0.00001072375,0.0000484149,0.00001943386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3728104,"threshold_uncertainty_score":0.9533196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1643863686643518,"score_gpt":0.4534362598319138,"score_spread":0.289049891167562,"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."}}