{"id":"W2964668614","doi":"10.1176/appi.ps.201900112","title":"Effect of a Psychiatric Emergency Department Expansion on Acute Mental Health and Addiction Service Use Trends in a Large Urban Center","year":2019,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Addiction; Mental health; Psychiatry; Center (category theory); Emergency department; Service (business); Mental health service; Psychology; Medicine; Medical emergency; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002617841,0.0003194872,0.0005674868,0.000617935,0.0001139584,0.000007644318,0.0001010584,0.00009542578,0.0002126885],"category_scores_gemma":[0.000002905076,0.0002471447,0.0001567041,0.001338046,0.000007840005,0.0001844098,0.00006898487,0.0001889574,0.00002955877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006223971,"about_ca_system_score_gemma":0.00002696484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002994981,"about_ca_topic_score_gemma":0.0006399123,"domain_scores_codex":[0.9979923,0.0001436856,0.0005817186,0.0005079708,0.0003653968,0.0004089445],"domain_scores_gemma":[0.9991321,0.00003056217,0.0002647495,0.0003463072,0.00005935671,0.0001669536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002179154,0.0007305607,0.9782594,0.001283128,0.0002590775,0.000002243915,0.00212352,0.000001192145,0.00009403469,0.00002710105,0.01185107,0.00318953],"study_design_scores_gemma":[0.01623862,0.01295197,0.9441921,0.0003977871,0.0005378667,0.00003605472,0.001177317,0.0006706065,0.0001205312,0.00001579135,0.02311213,0.0005491957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840636,0.00989932,9.339107e-7,0.002178132,0.001893751,0.0008221221,0.000221642,0.00005311772,0.0008673876],"genre_scores_gemma":[0.9886029,0.00866624,0.0001214588,0.001617893,0.0001803392,0.00004803063,0.0005546779,0.00003351335,0.0001749856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03406726,"threshold_uncertainty_score":0.9999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006412865883002931,"score_gpt":0.2932063211494381,"score_spread":0.2867934552664352,"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."}}