{"id":"W3024715320","doi":"10.1016/j.psychres.2020.113104","title":"Projected increases in suicide in Canada as a consequence of COVID-19","year":2020,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":218,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Brain and Cognition Discovery Foundation","funders":"Canadian Institutes of Health Research; Allergan; National Natural Science Foundation of China; Sunovion; H. Lundbeck A/S; Stanley Medical Research Institute; Purdue University; Pfizer","keywords":"Unemployment; Context (archaeology); Suicide rates; Coronavirus disease 2019 (COVID-19); Demography; Mental health; Pandemic; Suicide prevention; Demographic economics; Excess mortality; Economics; Poison control; Medicine; Geography; Mortality rate; Psychiatry; Economic growth; Environmental health; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.001222371,0.0001039576,0.0002929461,0.000223457,0.000256757,0.000003157946,0.0002923814,0.00006990771,0.0006554474],"category_scores_gemma":[0.00389374,0.00009322411,0.0000216589,0.001535501,0.0001358515,0.00004649311,0.0002280743,0.0009256496,0.00004021394],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006717229,"about_ca_system_score_gemma":0.02538754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941947,"about_ca_topic_score_gemma":0.9961872,"domain_scores_codex":[0.9964328,0.00147429,0.0005347093,0.0002991916,0.0005897597,0.0006692669],"domain_scores_gemma":[0.9978893,0.001367841,0.00008163398,0.0001948331,0.0001764177,0.0002899065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003620679,0.00005596567,0.9641842,0.0006774114,0.00001149023,0.0000798809,0.001604944,0.000003361023,0.00009848716,0.001326986,0.03154555,0.00004964626],"study_design_scores_gemma":[0.002072103,0.0002298262,0.9515691,0.000418343,0.000004068298,0.000002429359,0.03478533,0.0000544887,0.00001571891,0.00356418,0.007115587,0.0001688087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8857628,0.0008552309,0.000001061655,0.107314,0.00009815164,0.001020236,0.00004207333,0.00001937331,0.004887149],"genre_scores_gemma":[0.9951473,0.0001779498,0.0000557159,0.004067359,0.00008482396,0.0002415141,0.00001065143,0.00001345739,0.0002012223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1093846,"threshold_uncertainty_score":0.9801376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2744328999677783,"score_gpt":0.533258744196979,"score_spread":0.2588258442292007,"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."}}