{"id":"W4384821080","doi":"10.21203/rs.3.rs-3093002/v1","title":"Trends in medically serious suicide attempts before and after the COVID-19: a four-year retrospective analysis (2018-2022)","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Medicine; Incidence (geometry); Retrospective cohort study; Population; Suicide attempt; Demography; Public health; Suicide prevention; Poison control; Emergency medicine; Disease; Environmental health; Internal medicine; Nursing; 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":[0.0008403327,0.0003750104,0.0004678903,0.003712734,0.000742116,0.001654063,0.0007203978,0.001057437,0.003899154],"category_scores_gemma":[0.003499394,0.0005144434,0.0009315964,0.004223294,0.0003283037,0.001630343,0.001869983,0.001232964,0.00155296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009125751,"about_ca_system_score_gemma":0.001518783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0624403,"about_ca_topic_score_gemma":0.05352358,"domain_scores_codex":[0.9989936,0.00009544369,0.0001633119,0.0002309106,0.0001969598,0.0003198733],"domain_scores_gemma":[0.9960408,0.0002800833,0.001681911,0.0002386526,0.001016194,0.0007423249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002142031,0.00004071807,0.995706,0.00002733169,0.0000685181,0.0000794017,0.0002219849,0.00002879669,0.0000665949,0.00003938433,0.001881979,0.001625096],"study_design_scores_gemma":[0.000003309399,0.00003610179,0.9984618,0.00001788244,0.00001507305,0.00008098955,0.0004586093,0.00002580576,0.00002997119,0.000007228447,0.0008566161,0.000006636131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637702,0.0005409612,0.0000865275,0.0001568099,0.00004920615,0.00002718949,0.03393826,0.00003433823,0.001396585],"genre_scores_gemma":[0.9419129,0.0008595517,0.0001332963,0.0001348276,0.00006779506,0.0001026934,0.05286709,0.00005165195,0.003870117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0624403,"threshold_uncertainty_score":0.1241537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1037387771994415,"score_gpt":0.444784907163522,"score_spread":0.3410461299640806,"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."}}