{"id":"W4294199815","doi":"10.1192/j.eurpsy.2022.830","title":"Suicidality in University Students Throughout the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"European Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Suicidal ideation; Pandemic; Mental health; Logistic regression; Psychology; Demography; Coronavirus disease 2019 (COVID-19); Clinical psychology; Stressor; Psychiatry; Population; Suicide prevention; Cluster (spacecraft); Poison control; Medicine; Environmental health; Sociology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005889387,0.0001628491,0.0002288867,0.001061988,0.0008263104,0.001099962,0.000399832,0.0004203702,0.002123168],"category_scores_gemma":[0.002881445,0.0001358028,0.0002910674,0.001250354,0.0004548303,0.0003527554,0.0009089871,0.000593582,0.0002594957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164315,"about_ca_system_score_gemma":0.001527718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1084855,"about_ca_topic_score_gemma":0.1614213,"domain_scores_codex":[0.999588,0.00007714373,0.00003666212,0.000048429,0.00007432642,0.0001754709],"domain_scores_gemma":[0.9983577,0.00009562804,0.0006078173,0.00005205378,0.0003079184,0.0005788753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002855905,0.00002788769,0.9962292,0.00001091141,0.000008268489,0.00002959341,0.0006967087,0.00002186372,0.00007353554,0.00001242932,0.0001055175,0.002755493],"study_design_scores_gemma":[9.532502e-7,0.00005220209,0.9970819,0.00001861706,0.000004190682,0.00004507166,0.002514805,0.00004453475,0.00003402081,0.00001165514,0.0001884475,0.000003729006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990994,0.0001457261,0.0000235102,0.000114929,0.00000611221,0.00001180083,0.0002087909,0.000002944819,0.0003869108],"genre_scores_gemma":[0.9994443,0.0001183272,0.0000360752,0.00002988181,0.000004710316,0.000005498101,0.0001797396,7.056972e-7,0.0001807072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1084855,"threshold_uncertainty_score":0.2157082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09567863187923485,"score_gpt":0.4339588328000351,"score_spread":0.3382802009208002,"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."}}