{"id":"W4200259200","doi":"10.1016/j.ssmph.2021.100988","title":"Correlates of suicidal ideation related to the COVID-19 Pandemic: Repeated cross-sectional nationally representative Canadian data","year":2021,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Simon Fraser University; Learning Partnership; St. Paul's Hospital; BC Centre for Disease Control; University of British Columbia","funders":"Canadian Mental Health Association; Michael Smith Health Research BC; Mental Health Foundation","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Cross-sectional study; Suicidal ideation; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychology; Environmental health; Suicide prevention; Poison control; Virology; Outbreak","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001617623,0.0001450095,0.0002475392,0.000220055,0.0006479352,0.0000390975,0.0002732279,0.0001450078,0.001251251],"category_scores_gemma":[0.001819542,0.0001293451,0.00005583331,0.0007812519,0.00006352763,0.0001673446,0.00009329106,0.0002627963,0.0001032904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000554066,"about_ca_system_score_gemma":0.001116947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.319853,"about_ca_topic_score_gemma":0.3692098,"domain_scores_codex":[0.9971793,0.000598295,0.0008740329,0.000605479,0.000392135,0.0003507023],"domain_scores_gemma":[0.9976068,0.0005907433,0.0003752549,0.0006963218,0.0004204922,0.0003104068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006876287,0.00003026342,0.9691778,0.00001299398,0.0001245615,0.00000838427,0.005691206,0.002567906,0.000006888682,0.0114099,0.01070192,0.0001993782],"study_design_scores_gemma":[0.0005336852,0.00004719065,0.9926634,0.000003523412,0.00001306418,0.00007106453,0.001672422,0.0005066991,0.000001618098,0.002190032,0.00218049,0.0001167672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813488,0.000920995,0.0005172647,0.0123908,0.001414772,0.0007433521,0.0008713207,0.0001113446,0.001681426],"genre_scores_gemma":[0.9853672,0.00003652319,0.0001709364,0.005463629,0.00009937074,0.00003686685,0.006569403,0.00001967963,0.002236356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04935677,"threshold_uncertainty_score":0.9996617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1785685764889892,"score_gpt":0.4724763854770874,"score_spread":0.2939078089880982,"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."}}