{"id":"W4361228730","doi":"10.1186/s12912-023-01251-7","title":"An integrative review of adult patient-reported reasons for non-urgent use of the emergency department","year":2023,"lang":"en","type":"article","venue":"BMC Nursing","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Emergency department; Medicine; CINAHL; PsycINFO; MEDLINE; Psychosocial; Health literacy; Checklist; Health care; Family medicine; Critical appraisal; Observational study; Patient satisfaction; Qualitative research; Thematic analysis; Nursing; Psychological intervention; Alternative medicine; Psychiatry; 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":[0.0001099472,0.0001184499,0.0003289539,0.00004427111,0.00007952761,0.000001087911,0.00005784889,0.00002978584,0.00003556355],"category_scores_gemma":[0.001188707,0.00007227957,0.0002532417,0.0004117859,0.00006532294,0.00005249886,0.00001762438,0.00005507511,8.165879e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003850152,"about_ca_system_score_gemma":0.00009037738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000309083,"about_ca_topic_score_gemma":0.00003923506,"domain_scores_codex":[0.9988865,0.00004829324,0.0005162341,0.0001726587,0.000216316,0.0001600113],"domain_scores_gemma":[0.9986882,0.00004919754,0.0002792341,0.0003460478,0.0005757652,0.00006161067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006178413,0.001581877,0.08796504,0.01403949,0.0008779328,0.000009817466,0.01603771,0.00001974609,0.01851969,0.001248023,0.7935297,0.06555312],"study_design_scores_gemma":[0.004473867,0.006121058,0.3408254,0.3229403,0.008010599,0.00006535883,0.04764453,0.002904593,0.2073598,0.001710518,0.05650067,0.001443226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798888,0.0103989,0.000744261,0.002008531,0.002456205,0.003189533,0.0002043293,0.00006525078,0.001044192],"genre_scores_gemma":[0.9616797,0.033619,0.003318758,0.0002368692,0.0001348454,0.0002740006,0.0002563734,0.00004246156,0.0004380103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.737029,"threshold_uncertainty_score":0.2947475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05068424382897455,"score_gpt":0.3628410988523701,"score_spread":0.3121568550233955,"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."}}