{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001917098,0.0001531553,0.0001770895,0.0001000557,0.0001302751,0.00003246972,0.000140703,0.00006414518,0.0006100006],"category_scores_gemma":[0.00003579586,0.0001091272,0.00003231466,0.0002186475,0.0001182621,0.0000834713,0.00005574029,0.0002238271,0.00003643877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000272572,"about_ca_system_score_gemma":0.0001940002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6022039,"about_ca_topic_score_gemma":0.8845791,"domain_scores_codex":[0.9987671,0.00014335,0.0002371119,0.0004155194,0.0001126257,0.0003242996],"domain_scores_gemma":[0.9993782,0.0002967815,0.00003312849,0.0002201864,0.000007233049,0.00006449341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001496413,0.00002253403,0.9739745,0.00003413079,0.0001102097,0.0001991993,0.004610677,0.000008797403,0.000349233,0.001692796,0.0174749,0.001373377],"study_design_scores_gemma":[0.0008740125,0.00003288224,0.9632543,0.000003644086,0.0000178603,0.0003612816,0.004031588,0.00001013489,0.00001134922,0.001265254,0.02996001,0.0001776524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791176,0.007568472,0.00004779072,0.005808735,0.002935108,0.0002075311,0.00004126361,0.00004586266,0.004227616],"genre_scores_gemma":[0.9939322,0.0003116117,0.000002138336,0.004831871,0.0001150989,0.00008821012,0.00001332191,0.0000175429,0.0006879411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2823752,"threshold_uncertainty_score":0.6679079,"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."}}