{"id":"W4382537396","doi":"10.21203/rs.3.rs-3093283/v1","title":"Suicide deaths during the COVID-19 pandemic in the United States, by region, gender and age, March 1, 2020-June 30, 2022","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demography; Medicine; Virology; Geography; Sociology; Outbreak; Internal medicine; Infectious disease (medical specialty)","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":[0.0007397591,0.000425793,0.0002992606,0.001239444,0.0007041778,0.001348289,0.0005592718,0.000980111,0.004835895],"category_scores_gemma":[0.002735866,0.0003172982,0.000508188,0.001567184,0.0002594663,0.001156645,0.001423907,0.001217999,0.001396091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117586,"about_ca_system_score_gemma":0.001389898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1800473,"about_ca_topic_score_gemma":0.3000915,"domain_scores_codex":[0.9996592,0.00006184488,0.00003729509,0.00006449601,0.00007318057,0.0001040389],"domain_scores_gemma":[0.9986089,0.0001332949,0.0004661455,0.00005037627,0.0004070989,0.0003341995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001415517,0.0001369483,0.9111968,0.0001622799,0.0001901612,0.000251179,0.001344983,0.0007211593,0.0002319639,0.0002552248,0.07162993,0.01246387],"study_design_scores_gemma":[0.00001242825,0.00004123259,0.9954163,0.00003661938,0.00001905017,0.00007920709,0.001565677,0.0001731448,0.00005769741,0.00004739782,0.002541501,0.000009663425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8782271,0.001693145,0.0001653731,0.002725539,0.0004703839,0.00004725504,0.1097439,0.00009123061,0.00683614],"genre_scores_gemma":[0.9087258,0.002114805,0.0001622839,0.0007512504,0.0002444246,0.00008633774,0.07507122,0.00004910526,0.01279474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1800473,"threshold_uncertainty_score":0.3579985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2472970067273797,"score_gpt":0.4668286953992513,"score_spread":0.2195316886718716,"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."}}