{"id":"W3093427224","doi":"10.1027/0227-5910/a000753","title":"The Impact of Infectious Disease-Related Public Health Emergencies on Suicide, Suicidal Behavior, and Suicidal Thoughts","year":2020,"lang":"en","type":"article","venue":"Crisis","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Western University; McMaster University; Lawson Health Research Institute; University of Toronto","funders":"","keywords":"CINAHL; PsycINFO; Suicidal ideation; Suicide prevention; Medicine; Poison control; Injury prevention; Psychiatry; Occupational safety and health; Public health; MEDLINE; Human factors and ergonomics; Clinical psychology; Environmental health; Psychological intervention","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003880122,0.0003074687,0.0004661322,0.0001160231,0.0005264497,0.00005888274,0.0002494809,0.00009868444,0.0003982591],"category_scores_gemma":[0.0002218426,0.0002038855,0.000293634,0.0005544334,0.0002184352,0.0001021573,0.0001131288,0.0003078349,0.00009048339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007074444,"about_ca_system_score_gemma":0.0001232309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562176,"about_ca_topic_score_gemma":0.0003484859,"domain_scores_codex":[0.9976996,0.0003420779,0.0005641262,0.0004586856,0.0002808401,0.0006547133],"domain_scores_gemma":[0.9984041,0.0003019999,0.0002497384,0.0004304889,0.0001338051,0.0004799039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002778653,0.0004048296,0.9127887,0.00002989941,0.0006971864,0.00004422593,0.01328722,0.00001687036,0.0001002017,0.002079825,0.06690809,0.003365064],"study_design_scores_gemma":[0.0008969197,0.001137067,0.991041,0.000002639375,0.0001038027,0.000008891049,0.005342477,0.00002863344,0.00004469605,0.0004386335,0.0006979027,0.0002573321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800589,0.007152304,0.00001791601,0.01011587,0.0004744448,0.0004375762,0.00008707812,0.0001503463,0.001505537],"genre_scores_gemma":[0.9981685,0.000504151,0.000005158073,0.0008770378,0.0001613002,0.00007743035,0.00001856925,0.00004013286,0.0001476911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07825229,"threshold_uncertainty_score":0.8314209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07183142775615108,"score_gpt":0.365904982765269,"score_spread":0.2940735550091179,"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."}}