{"id":"W6939282555","doi":"10.60692/nksk7-kth67","title":"Psychiatric emergency department visits during the coronavirus disease-2019 pandemic","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pandemic; Mental health; Anxiety; Coronavirus disease 2019 (COVID-19); Public health; Emergency department; China; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","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":[0.0004710588,0.0001705003,0.0001503942,0.0008747827,0.0005011716,0.0004984525,0.0003108733,0.0002858358,0.002038054],"category_scores_gemma":[0.002191376,0.0001142554,0.0004050991,0.001014249,0.0002149349,0.0005790316,0.0009759904,0.0004892873,0.0001234085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001504696,"about_ca_system_score_gemma":0.001237499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04016776,"about_ca_topic_score_gemma":0.07473043,"domain_scores_codex":[0.9993933,0.0001188222,0.00009356163,0.00008700434,0.0001069366,0.0002002857],"domain_scores_gemma":[0.9986406,0.0001282424,0.0008046279,0.00004194867,0.0001527513,0.0002318479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000598276,0.00002322895,0.987893,0.00009445383,0.00005460326,0.0002661126,0.0006300601,0.000110706,0.0001870949,0.000100505,0.002351266,0.00822905],"study_design_scores_gemma":[0.000001826996,0.00001449734,0.9982103,0.00004290219,0.000008558398,0.000128476,0.000766621,0.0001250807,0.00003521773,0.00002796741,0.0006349801,0.000003655095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928247,0.0009153103,0.00008496411,0.001098869,0.00005342898,0.00003282053,0.00271168,0.00001453001,0.002263904],"genre_scores_gemma":[0.9969658,0.000618504,0.00006350761,0.0003089956,0.00005289616,0.00002301559,0.001709349,0.000002040783,0.0002559224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04016776,"threshold_uncertainty_score":0.0798679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08370023902910281,"score_gpt":0.3521716399123241,"score_spread":0.2684714008832213,"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."}}