{"id":"W2168974965","doi":"10.1521/suli.33.3.313.23209","title":"A Meta‐Analysis of Police Suicide Rates: Findings and Issues","year":2003,"lang":"en","type":"review","venue":"Suicide and Life-Threatening Behavior","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Demography; Suicide rates; Meta-analysis; Ethnic group; Population; Geography; Suicide prevention; Criminology; Psychology; Medicine; Poison control; Environmental health; Political science; Sociology","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":[0.03420233,0.00246737,0.01470255,0.00581478,0.00071742,0.00346487,0.002371449,0.002502238,0.001566093],"category_scores_gemma":[0.1024234,0.001863756,0.02622496,0.005753404,0.0008333736,0.002233065,0.001266653,0.002176699,0.0002553117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003062188,"about_ca_system_score_gemma":0.004106026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005799353,"about_ca_topic_score_gemma":0.01148735,"domain_scores_codex":[0.9800432,0.01162004,0.005190478,0.001156554,0.00173423,0.0002554744],"domain_scores_gemma":[0.9462715,0.04325606,0.004488466,0.002226622,0.003456316,0.0003009663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001737308,0.00003858132,0.00462525,0.3194372,0.6193572,0.0003733937,0.000201348,0.0007314399,0.0004489966,0.0004413304,0.002556688,0.05005128],"study_design_scores_gemma":[0.001004205,0.000417283,0.006032169,0.04243087,0.9413543,0.0003428423,0.0001101758,0.0002487327,0.0005076673,0.0008807728,0.006631881,0.00003896225],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003952574,0.9928256,0.001322707,0.0006568803,0.0003928131,0.0002865366,0.0002438527,0.00004023001,0.0002788577],"genre_scores_gemma":[0.139238,0.846904,0.008698897,0.001765641,0.0004725054,0.001978193,0.0004576617,0.00005968182,0.0004254025],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03420233,"threshold_uncertainty_score":0.1808813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.221224243255038,"score_gpt":0.4413101028468711,"score_spread":0.220085859591833,"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."}}