{"id":"W4365136042","doi":"10.1371/journal.pone.0284355","title":"Association between visual impairment and risk of suicide: Protocol for a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jeju National University Hospital; Jeju National University","keywords":"Funnel plot; Meta-analysis; Cochrane Library; Publication bias; Suicidal ideation; Medicine; Poison control; Population; Systematic review; Suicide prevention; Psychiatry; MEDLINE; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06296023,0.006368631,0.02296194,0.01090493,0.002826342,0.006960005,0.005457419,0.005589548,0.06216244],"category_scores_gemma":[0.08801036,0.004788213,0.03306742,0.01033341,0.003162387,0.005923017,0.004884453,0.006829273,0.005668637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0140437,"about_ca_system_score_gemma":0.03735321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008184542,"about_ca_topic_score_gemma":0.01469851,"domain_scores_codex":[0.9693291,0.01327642,0.01017866,0.002550748,0.003510583,0.001154516],"domain_scores_gemma":[0.9584638,0.01594803,0.01158174,0.003650748,0.009011321,0.00134437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005706755,0.0001702789,0.0005772924,0.9399608,0.01450939,0.0002430291,0.0005771058,0.001180682,0.0007125211,0.001955891,0.01610378,0.01830232],"study_design_scores_gemma":[0.05584143,0.002454168,0.008179933,0.6422163,0.1175205,0.0006460324,0.001059425,0.003338189,0.002432017,0.0144236,0.1510544,0.0008339258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006628913,0.008249091,0.003883527,0.0006610079,0.0004652927,0.9779463,0.007210297,0.0002881699,0.000633413],"genre_scores_gemma":[0.0007395851,0.002269175,0.004695636,0.0002350056,0.00002687225,0.990957,0.0007286114,0.00001968468,0.0003283481],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06296023,"threshold_uncertainty_score":0.3329695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3527855936134257,"score_gpt":0.462379235603484,"score_spread":0.1095936419900583,"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."}}