{"id":"W4417491279","doi":"10.1027/0227-5910/a001039","title":"Socioeconomic Inequalities in the Continuum of Suicidal Ideation","year":2025,"lang":"en","type":"article","venue":"Crisis","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Suicidal ideation; Socioeconomic status; Suicide prevention; Incidence (geometry); Poison control; Injury prevention; Odds ratio; Multinomial logistic regression","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":[0.0005515615,0.0001446538,0.0001500895,0.0007982837,0.0002470361,0.0004906036,0.000185204,0.0002378259,0.001986615],"category_scores_gemma":[0.002212114,0.0001149036,0.0003174156,0.0008710087,0.0003419013,0.0004195569,0.0007769106,0.0005051722,0.0001224898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003957111,"about_ca_system_score_gemma":0.0003533562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007151438,"about_ca_topic_score_gemma":0.006983437,"domain_scores_codex":[0.9995824,0.0001625012,0.000052679,0.00006394922,0.00005914133,0.0000794386],"domain_scores_gemma":[0.9982492,0.0002672531,0.0009976184,0.00007628117,0.0001476868,0.0002621184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004763934,0.00003277531,0.995527,0.00002831853,0.0001106376,0.0001045349,0.000232954,0.0001050995,0.00009828895,0.0002376675,0.0001316315,0.003343499],"study_design_scores_gemma":[0.000001828544,0.00001899393,0.9991832,0.00002291977,0.00001587241,0.00008256576,0.0002316374,0.000143245,0.00001624996,0.0001605378,0.0001201201,0.000002765993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977042,0.0007213462,0.00009462301,0.0003846741,0.000007180352,0.000005612259,0.0002670672,0.000001897284,0.0008135385],"genre_scores_gemma":[0.9997191,0.0001310341,0.00002433853,0.00001508158,0.000004024024,0.000001883538,0.00007337665,3.533007e-7,0.0000307537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007151438,"threshold_uncertainty_score":0.01421958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03730384139479652,"score_gpt":0.3475857732459137,"score_spread":0.3102819318511171,"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."}}