{"id":"W3173027404","doi":"10.1176/appi.ps.202000881","title":"Universal Suicide Risk Screening for Youths in the Emergency Department: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Psychiatric Services","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"National Institute of Mental Health","keywords":"PsycINFO; CINAHL; Medicine; MEDLINE; Emergency department; Suicide prevention; Family medicine; Poison control; Injury prevention; Occupational safety and health; Mental health; Systematic review; Psychiatry; Medical emergency; Psychological intervention","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01001464,0.001248304,0.007428661,0.009970439,0.0007207223,0.00252784,0.001929206,0.001697206,0.003150075],"category_scores_gemma":[0.0507038,0.001118937,0.007012914,0.009543714,0.0009399009,0.002782461,0.00181961,0.001219775,0.0002180669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004245438,"about_ca_system_score_gemma":0.01715432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221535,"about_ca_topic_score_gemma":0.03703747,"domain_scores_codex":[0.9914125,0.002681084,0.003670341,0.0005887465,0.001393828,0.0002534204],"domain_scores_gemma":[0.9600055,0.02774651,0.007328554,0.0005689164,0.003803995,0.0005463418],"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":[0.0001240781,0.0000170973,0.001413671,0.9637531,0.00466291,0.00007683049,0.0003327923,0.00004817944,0.00006143919,0.0001068531,0.0009364713,0.02846657],"study_design_scores_gemma":[0.000170317,0.0001521285,0.005371518,0.9520578,0.03505699,0.00029995,0.0004307121,0.0000595407,0.0000996067,0.0001297844,0.006146079,0.00002556687],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00220241,0.9961093,0.0001603349,0.0002624936,0.00008176316,0.0005559717,0.0003594018,0.00001110801,0.0002572732],"genre_scores_gemma":[0.02532204,0.9720907,0.000774478,0.0004444046,0.00006657006,0.000974193,0.0002491441,0.000005843433,0.00007264939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01221535,"threshold_uncertainty_score":0.05296308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06250790437770189,"score_gpt":0.3790271744434919,"score_spread":0.3165192700657901,"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."}}