{"id":"W3027014105","doi":"10.1186/s12913-020-05291-6","title":"Experience of emergency department use among persons with a history of adverse childhood experiences","year":2020,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Western University; Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Emergency department; Thematic analysis; Qualitative research; Distress; Triage; Nursing research; Health care; Patient experience; Overcrowding; Adverse Childhood Experiences; Nursing; Mental health; Family medicine; Psychiatry; Clinical 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003720261,0.00015873,0.0003462303,0.0001603383,0.0001176052,0.00000400508,0.0005113445,0.00007201011,0.003119802],"category_scores_gemma":[0.00001433644,0.0001319441,0.00008345755,0.0005959061,0.0002636898,0.0002349319,0.0001080688,0.000275874,0.00004421248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001217276,"about_ca_system_score_gemma":0.0005431511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004864878,"about_ca_topic_score_gemma":0.002010449,"domain_scores_codex":[0.997103,0.000427222,0.0005370607,0.0005237681,0.0007899125,0.0006189821],"domain_scores_gemma":[0.9984908,0.0001323469,0.0002395267,0.0005152681,0.0001833459,0.0004387611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003122261,0.0003954335,0.366035,0.0005319267,0.00003519857,0.000009322961,0.631611,0.000005246606,0.00002661826,0.0001619904,0.0006117583,0.0002643291],"study_design_scores_gemma":[0.0007589709,0.001029359,0.7457669,0.0001323831,0.000005613439,0.000002350177,0.2465439,0.00007719416,0.00009335102,0.000002220292,0.005464938,0.0001228716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935436,0.002296678,0.00001722222,0.0001027532,0.0002084903,0.000754278,0.00002288682,0.00003368632,0.003020362],"genre_scores_gemma":[0.9985398,0.0001445653,0.0002737139,0.0002579693,0.00008920465,0.0002635021,0.00001031088,0.00002044459,0.0004005121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3850671,"threshold_uncertainty_score":0.9977915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023820757847706,"score_gpt":0.4024944524261067,"score_spread":0.3001123766413361,"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."}}