{"id":"W3008353190","doi":"10.1176/appi.ps.201900466","title":"Urgent Outpatient Care Following Mental Health ED Visits: A Population-Based Study","year":2020,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Waypoint Centre for Mental Health Care","funders":"","keywords":"Emergency department; Medicine; Mental health; Psychiatry; Schizophrenia (object-oriented programming); Bipolar disorder; Population; Outpatient clinic; Substance abuse; Ambulatory care; Health care; Mood","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":[],"consensus_categories":[],"category_scores_codex":[0.00007769599,0.0002128425,0.0003923189,0.00008751331,0.0003291553,0.00001468132,0.0001153885,0.00003706037,0.00009648495],"category_scores_gemma":[0.00001466391,0.0001803399,0.0002111497,0.0005049112,0.000002754335,0.00006084105,0.00004814492,0.0001259437,0.00002829805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009256527,"about_ca_system_score_gemma":0.0001043144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008103731,"about_ca_topic_score_gemma":0.0003466441,"domain_scores_codex":[0.9983762,0.00006212691,0.0004373911,0.0004016028,0.0004573516,0.0002653486],"domain_scores_gemma":[0.9992574,0.00001609031,0.0001484469,0.0002050359,0.00007683761,0.0002962079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000139667,0.0003875371,0.9743053,0.0006939096,0.0002076375,0.000005718884,0.0206504,0.00002405797,0.000004924788,0.000004524041,0.002729648,0.0008466193],"study_design_scores_gemma":[0.007368594,0.005338495,0.8120796,0.0001428075,0.0006517289,0.000001260124,0.1582096,0.0008131469,0.00001531682,0.000009329424,0.0147839,0.0005862403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624326,0.01999859,0.00001196091,0.01419291,0.001531916,0.001325233,0.0000404701,0.0001577477,0.0003085815],"genre_scores_gemma":[0.9863809,0.00009904437,0.0004698224,0.0122977,0.0004007125,0.00004107967,0.0002783116,0.00002548613,0.00000698741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1622257,"threshold_uncertainty_score":0.7354048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267488794989621,"score_gpt":0.3055911624376996,"score_spread":0.2929162744878034,"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."}}