{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003952037,0.0001303086,0.0003912201,0.0006623262,0.0002052294,0.00001175856,0.001268103,0.00006118679,0.0006756125],"category_scores_gemma":[0.0002729369,0.0001001016,0.0001346795,0.00201462,0.0002640321,0.0002172605,0.001033427,0.0003061928,0.000001640236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000133021,"about_ca_system_score_gemma":0.0001378315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01134852,"about_ca_topic_score_gemma":0.01404363,"domain_scores_codex":[0.9985429,0.0004620123,0.0002376515,0.0002767546,0.00031181,0.0001688731],"domain_scores_gemma":[0.9976331,0.0007839153,0.0002033564,0.001245033,0.00003808971,0.00009653243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001930296,0.0002958579,0.987636,0.00001108495,0.0006404949,0.0001370658,0.004137164,0.001206163,0.00006898722,0.0002848035,0.003086591,0.0005654753],"study_design_scores_gemma":[0.001491218,0.0009260408,0.9576092,0.00004147863,0.002646249,0.00001524206,0.007951943,0.003998786,0.00008207434,0.0000465861,0.02501922,0.0001718951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916989,0.0001850184,0.00007576465,0.00154509,0.00004011577,0.0001488631,0.003509228,0.00003773949,0.002759243],"genre_scores_gemma":[0.9967777,0.00003144791,0.0001110425,0.0002559293,0.00001372214,0.000001151996,0.001717605,0.000008697152,0.001082775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03002675,"threshold_uncertainty_score":0.995235,"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."}}