{"id":"W4403703855","doi":"10.1007/s44202-024-00253-z","title":"Suicidal ideation and mental illnesses during the COVID-19 pandemic in Canada","year":2024,"lang":"en","type":"article","venue":"Discover Psychology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Health Canada","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Suicidal ideation; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychiatry; Ideation; Mental health; Psychology; Medicine; Medical emergency; Suicide prevention; Poison control; Virology; Outbreak; Disease; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007654622,0.0002562374,0.0003525213,0.001666411,0.003052325,0.001185994,0.0007829413,0.000377389,0.002315695],"category_scores_gemma":[0.002800019,0.0002765073,0.0007113045,0.004264544,0.0007608529,0.0004210233,0.001207746,0.001028812,0.0001052821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02353585,"about_ca_system_score_gemma":0.03728032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943228,"about_ca_topic_score_gemma":0.9963804,"domain_scores_codex":[0.999163,0.00009527279,0.00006621645,0.0000959371,0.0002405805,0.0003389977],"domain_scores_gemma":[0.9971465,0.0001527606,0.0006776076,0.00006437618,0.001227541,0.0007311894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003525634,0.00002450058,0.9939623,0.00007098211,0.0000630146,0.00004011759,0.000906793,0.00004790383,0.00003928219,0.00007094089,0.0009267069,0.003812089],"study_design_scores_gemma":[0.000005292704,0.00001501061,0.9967821,0.0001043621,0.00003157594,0.00003538557,0.002267753,0.00006777595,0.00002966291,0.00002374848,0.0006299582,0.000007273605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986661,0.00282052,0.00009455905,0.001188275,0.00003102893,0.00008438818,0.005611601,0.000007535178,0.003501032],"genre_scores_gemma":[0.9965355,0.001327092,0.0001183247,0.0002076613,0.00001275716,0.00002571145,0.001281954,0.000002134055,0.0004888936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02353585,"threshold_uncertainty_score":0.1707653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03686422071138448,"score_gpt":0.3610075405319552,"score_spread":0.3241433198205707,"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."}}