{"id":"W4400369942","doi":"10.1002/hsr2.2204","title":"The development and validation of a conceptual definition of avoidable transitions from long‐term care to the emergency department: A mixed methods study","year":2024,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; York University; University of British Columbia; Alberta Health Services; Alberta Health; University of Alberta","funders":"","keywords":"Emergency department; Focus group; Stakeholder; Long-term care; Service (business); Psychology; Nursing; Medicine; Medical emergency; Family medicine; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2068643,0.001146716,0.001660395,0.006446469,0.005938158,0.009071062,0.004322422,0.001751454,0.001526817],"category_scores_gemma":[0.152786,0.001352565,0.001956232,0.006347532,0.007218862,0.007406723,0.007786624,0.003081227,0.0001485796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01533993,"about_ca_system_score_gemma":0.02075844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006423119,"about_ca_topic_score_gemma":0.008986206,"domain_scores_codex":[0.8768988,0.1014738,0.00941568,0.00403252,0.006374289,0.001804926],"domain_scores_gemma":[0.7441515,0.1970202,0.01870679,0.009215211,0.02873431,0.002172065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004400294,0.002036603,0.1151318,0.004914352,0.0004619788,0.0004185641,0.7519185,0.001077429,0.001518393,0.03060591,0.001121743,0.09035474],"study_design_scores_gemma":[0.0004524228,0.002035345,0.06265448,0.005604409,0.0004877035,0.000248069,0.8905253,0.01070943,0.002647792,0.0120307,0.01239303,0.0002112196],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9209136,0.0007786939,0.05232109,0.001262753,0.00008808191,0.02068358,0.0004008321,0.00003205547,0.003519529],"genre_scores_gemma":[0.8343228,0.0004829288,0.1228623,0.0006510824,0.00002425222,0.04092038,0.0003563885,0.0000251349,0.0003546262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2068643,"threshold_uncertainty_score":0.9780775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06662726722556102,"score_gpt":0.4165727099676507,"score_spread":0.3499454427420897,"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."}}