{"id":"W2584804024","doi":"10.1111/acem.13162","title":"A Systematic Review of Instruments to Identify Mental Health and Substance Use Problems Among Children in the Emergency Department","year":2017,"lang":"en","type":"review","venue":"Academic Emergency Medicine","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Emergency department; Substance use; Mental health; Medical emergency; Psychiatry","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":[0.003642384,0.0006901381,0.004184639,0.000320348,0.0002153342,0.000001760071,0.001297507,0.0002878057,0.0004752481],"category_scores_gemma":[0.0007901142,0.0004040475,0.0003081448,0.0006455267,0.0001454312,0.0001501912,0.0001700342,0.000954696,0.00005172644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186388,"about_ca_system_score_gemma":0.00006878607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009715852,"about_ca_topic_score_gemma":0.0003131984,"domain_scores_codex":[0.9917799,0.001245397,0.004772597,0.00078818,0.0007725364,0.0006414509],"domain_scores_gemma":[0.9950944,0.0001296897,0.003246892,0.001217617,0.00007660176,0.0002347761],"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":[0.000007108703,0.00009276624,0.04147995,0.8696138,0.001296537,0.000004172632,0.01101779,7.338674e-9,1.309231e-7,0.0001130542,0.07047717,0.005897509],"study_design_scores_gemma":[0.0005690155,0.0003626929,0.02085158,0.9161301,0.002476889,0.00007545564,0.0007936268,1.165766e-7,2.960765e-8,0.00006593789,0.05810111,0.0005734917],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003887643,0.9817956,0.000001343644,0.0007643,0.001884021,0.01124346,0.00009047033,0.00002148606,0.000311672],"genre_scores_gemma":[0.0002249877,0.9958467,0.000003589469,0.0004760565,0.0001975064,0.002231665,0.0002369083,0.00005480912,0.0007277742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04651624,"threshold_uncertainty_score":0.9998412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1596188601665997,"score_gpt":0.4682542412413171,"score_spread":0.3086353810747174,"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."}}