{"id":"W4297016899","doi":"10.1007/s00787-022-02085-5","title":"Models of integrated care for young people experiencing medical emergencies related to mental illness: a realist systematic review","year":2022,"lang":"en","type":"review","venue":"European Child & Adolescent Psychiatry","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Psychoeducation; Triage; Mental illness; MEDLINE; Mental health; Staffing; Psychiatry; Emergency psychiatry; Child and adolescent psychiatry; Emergency department; Emergency medicine; Family medicine; Intervention (counseling); Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001172186,0.0009235293,0.004581551,0.0003158665,0.0005265375,0.00001363624,0.0008207708,0.000153154,0.0004239336],"category_scores_gemma":[0.0007018829,0.0006900526,0.001864046,0.001192448,0.00008020779,0.00007581717,0.0004846684,0.001027363,0.00002475929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003705183,"about_ca_system_score_gemma":0.0006334757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003197473,"about_ca_topic_score_gemma":0.0001129833,"domain_scores_codex":[0.9933422,0.00090317,0.003052833,0.0009869714,0.001164773,0.0005501063],"domain_scores_gemma":[0.9971511,0.00004874415,0.001038529,0.001113521,0.0002660108,0.000382096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002808572,0.000251322,0.00003235005,0.9386706,0.0007494448,0.00001792117,0.006135385,7.408862e-7,8.924525e-8,0.0002557841,0.04663596,0.007222329],"study_design_scores_gemma":[0.000335729,0.000168875,0.000004679006,0.6077348,0.004046345,0.0002328452,0.01081709,0.000005116802,1.249034e-7,0.000002273594,0.3761514,0.0005007455],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001206842,0.978194,0.00007362006,0.0005596506,0.004235875,0.008337936,0.0006888337,0.000170054,0.007727962],"genre_scores_gemma":[0.000144963,0.9947019,0.0001699007,0.001212932,0.0003090955,0.0006775138,0.00231058,0.0002548144,0.000218296],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3309358,"threshold_uncertainty_score":0.9995551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02560025568892827,"score_gpt":0.3145457357101091,"score_spread":0.2889454800211808,"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."}}