{"id":"W3157276589","doi":"10.1136/bjophthalmol-2021-318864","title":"Association of objective visual impairment with suicidal ideation and suicide attempts among adults aged ≥50 years in low/middle-income countries","year":2021,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation","funders":"National Institute on Aging","keywords":"Suicidal ideation; Visual impairment; Medicine; Loneliness; Poison control; Injury prevention; Suicide prevention; Logistic regression; Visual acuity; Confounding; Occupational safety and health; Mediation; Psychiatry; Environmental health; Ophthalmology","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":[0.0008628162,0.0002593327,0.0003330831,0.001037268,0.0002699106,0.0006545678,0.0003128308,0.000326545,0.002076856],"category_scores_gemma":[0.003139621,0.0001914244,0.0004559331,0.001056042,0.0003583372,0.0003209845,0.0006575502,0.0005637425,0.0001691088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002860533,"about_ca_system_score_gemma":0.0003129328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007707735,"about_ca_topic_score_gemma":0.008923373,"domain_scores_codex":[0.999545,0.0001386947,0.00007575169,0.00006492746,0.00009049748,0.00008506698],"domain_scores_gemma":[0.9971133,0.000455181,0.001776778,0.0001231472,0.0002572019,0.0002742881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003825356,0.00001268399,0.9989699,0.00002100258,0.0000367051,0.00003243542,0.0000454222,0.00001692538,0.00001869004,0.0000048898,0.00004420055,0.0007589505],"study_design_scores_gemma":[0.000001670353,0.00003432889,0.9996269,0.00001539411,0.00001567549,0.0000906808,0.0001329634,0.00003222331,0.000008732834,0.000006388218,0.00003370503,0.000001232378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982665,0.0008690388,0.00003168884,0.00006518295,0.000003853947,0.000009162489,0.0003861794,0.000001945784,0.0003665333],"genre_scores_gemma":[0.999455,0.000233387,0.00003084775,0.00001579784,0.000004900155,0.000006295765,0.0001990871,4.245139e-7,0.00005420009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007707735,"threshold_uncertainty_score":0.01532578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179351347902432,"score_gpt":0.2902267034835079,"score_spread":0.2784331900044836,"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."}}