{"id":"W4294203104","doi":"10.1192/j.eurpsy.2022.1365","title":"Factors associated with suicidal ideation in the French nationwide EPICOV study","year":2022,"lang":"en","type":"article","venue":"European Psychiatry","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Suicidal ideation; Mental health; Pandemic; Psychiatry; Context (archaeology); Incidence (geometry); Psychology; Logistic regression; Population; Medicine; Clinical psychology; Suicide prevention; Poison control; Demography; Coronavirus disease 2019 (COVID-19); Environmental health; Disease; Geography; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002183299,0.000339904,0.0003677448,0.001155231,0.0004379101,0.0008009768,0.0003922575,0.0005353145,0.001512187],"category_scores_gemma":[0.003157273,0.0001605807,0.0007574135,0.001290124,0.0002425717,0.0003766937,0.0006453872,0.0003953563,0.0002146463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008872328,"about_ca_system_score_gemma":0.0007259384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07402596,"about_ca_topic_score_gemma":0.06810135,"domain_scores_codex":[0.9988804,0.0005328553,0.0001152199,0.0001750118,0.0001140594,0.0001823474],"domain_scores_gemma":[0.9982607,0.0002276165,0.000725719,0.0001618145,0.0003794954,0.0002447706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006684798,0.00001496252,0.9970938,0.00003401663,0.0001117853,0.00004961527,0.0001716874,0.00003195537,0.00005101882,0.00003772274,0.0007571799,0.00157946],"study_design_scores_gemma":[0.000005772476,0.00004890702,0.9985734,0.00004092192,0.00002979661,0.00008995557,0.0002789365,0.00006197704,0.00001529756,0.00002242642,0.000828078,0.00000457765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899881,0.001977777,0.0002440412,0.0005438836,0.0000270987,0.00004302282,0.00596406,0.00001219674,0.00119973],"genre_scores_gemma":[0.9943538,0.0005466296,0.0001683258,0.0001948042,0.00002588243,0.00005599734,0.004357284,0.000003443255,0.0002939518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07402596,"threshold_uncertainty_score":0.1471902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0799037608411091,"score_gpt":0.3689445061154265,"score_spread":0.2890407452743174,"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."}}