{"id":"W7073758870","doi":"","title":"Suicide trends in the early months of the COVID-19 pandemic: an interrupted time-series analysis of preliminary data from 21 countries","year":2022,"lang":"en","type":"article","venue":"eCommons - AKU (Aga Khan University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Patient Safety Translational Research Centre; Vlaamse regering; Elizabeth Blackwell Institute for Health Research, University of Bristol; University of Toronto; Fonds Wetenschappelijk Onderzoek; National Natural Science Foundation of China; Medizinische Universität Wien; Medical Research Council; Mental Health Commission; University of Bristol; National Institute for Health and Care Research; U.S. Department of Justice; Vienna Science and Technology Fund; Australian Government; University Hospitals Bristol NHS Foundation Trust; Erasmus+; MQ: Transforming Mental Health; NHS Health Scotland; American Foundation for Suicide Prevention; National Coronial Information System; Wellcome Trust; Queensland Health; Health and Care Research Wales; Universität Wien","keywords":"Pandemic; Government (linguistics); Public health; Official statistics; Suicide prevention; The Internet; Poison control; Data source; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001154968,0.0003248419,0.0004406275,0.001400141,0.0002622323,0.0008200599,0.0004377726,0.0006458785,0.0009497155],"category_scores_gemma":[0.002910405,0.0002977798,0.000897315,0.002881448,0.0003089012,0.0005570926,0.0007121721,0.0007654717,0.0003096537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006057855,"about_ca_system_score_gemma":0.000508296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03131818,"about_ca_topic_score_gemma":0.0278766,"domain_scores_codex":[0.9992251,0.0002525712,0.0001228805,0.0001396464,0.00008030353,0.0001793925],"domain_scores_gemma":[0.997255,0.0005335989,0.001224145,0.0002399176,0.0004176989,0.000329538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003709787,0.00004036366,0.996125,0.00002988047,0.0002776418,0.0001494236,0.0003116807,0.0006537795,0.0001406692,0.00005672144,0.0003428413,0.00150093],"study_design_scores_gemma":[0.000004455189,0.00008008217,0.9983541,0.00001168733,0.00004022563,0.00008988223,0.0005398028,0.0005220876,0.00003855201,0.00001082715,0.0003019558,0.000006382141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963003,0.0002135717,0.0001089634,0.00005380483,0.000007653055,0.00000837067,0.003093764,0.000004713525,0.000208967],"genre_scores_gemma":[0.9948565,0.0001876096,0.00009918834,0.00002019291,0.000008573315,0.00001287596,0.00466292,0.000003785331,0.0001483692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03131818,"threshold_uncertainty_score":0.06227177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06940785887316991,"score_gpt":0.2979363897562453,"score_spread":0.2285285308830754,"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."}}