{"id":"W4285495735","doi":"10.3390/healthcare10071297","title":"Patient and Provider Perspectives on Emergency Department Care Experiences among People with Mental Health Concerns","year":2022,"lang":"en","type":"review","venue":"Healthcare","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Thematic analysis; Emergency department; Interpersonal communication; Mental health; Qualitative research; Nursing; MEDLINE; Health care; Psychology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008131868,0.0005441783,0.001608385,0.0001354551,0.0008233091,0.00001017943,0.00008866864,0.0001016785,0.000533597],"category_scores_gemma":[0.00002295866,0.0003720559,0.0002465892,0.0003337095,0.0001185274,0.00005402387,0.0001353799,0.0005321387,0.000003393321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009092044,"about_ca_system_score_gemma":0.0008279905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00087387,"about_ca_topic_score_gemma":0.001241474,"domain_scores_codex":[0.9970775,0.0002615296,0.0006400739,0.0008929324,0.0006132813,0.0005147387],"domain_scores_gemma":[0.9987124,0.00003501433,0.0004167776,0.0003685258,0.0001274262,0.0003398084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006574167,0.0001288168,0.003134587,0.03597208,0.0002804221,0.00004207403,0.3977571,5.818104e-8,3.264852e-9,0.00008299325,0.008056711,0.5544794],"study_design_scores_gemma":[0.0001618985,0.002819444,0.000151988,0.003967149,0.0001056733,0.00003152204,0.4067171,1.49377e-7,9.852607e-8,5.603058e-7,0.5858186,0.0002257974],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004399156,0.9887339,2.524413e-7,0.001129235,0.0007103473,0.003956797,0.0004301609,0.00007500635,0.0005651714],"genre_scores_gemma":[0.008073163,0.9877317,0.00002824309,0.000246552,0.000201158,0.002886872,0.0006622424,0.00006740206,0.0001026428],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5777619,"threshold_uncertainty_score":0.9998732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04610462197720371,"score_gpt":0.3806608018843377,"score_spread":0.3345561799071339,"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."}}