{"id":"W2786880767","doi":"10.1037/cap0000136","title":"Suicidal ideation, plans, and attempts among public safety personnel in Canada.","year":2018,"lang":"en","type":"article","venue":"Canadian Psychology/Psychologie canadienne","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Suicidal ideation; Suicide prevention; Medical emergency; Psychology; Forensic engineering; Occupational safety and health; Injury prevention; Ideation; Poison control; Human factors and ergonomics; Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001075646,0.0003539981,0.0003494419,0.002246608,0.003285535,0.001193921,0.001079065,0.0004108783,0.001742731],"category_scores_gemma":[0.002878395,0.0004848359,0.0008150534,0.003912398,0.0006506575,0.0004541198,0.001108818,0.0007535794,0.0001915385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03710435,"about_ca_system_score_gemma":0.04531715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970828,"about_ca_topic_score_gemma":0.998207,"domain_scores_codex":[0.9990663,0.00005785394,0.00006470368,0.00008988649,0.0005071523,0.0002141542],"domain_scores_gemma":[0.9979692,0.00007958255,0.0003808688,0.00003992235,0.00105583,0.0004745853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005542854,0.00004693718,0.9800788,0.0001078706,0.00004898204,0.0001034141,0.003086304,0.00004921053,0.00008005761,0.0001319056,0.002030091,0.01418097],"study_design_scores_gemma":[0.000008178929,0.00002943908,0.9949601,0.00008151127,0.00003020459,0.00008837616,0.00350616,0.0001585958,0.00003355574,0.00003403606,0.001057296,0.00001248706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855236,0.002995105,0.0001493971,0.001102161,0.00002922716,0.0001502426,0.006376476,0.00001781107,0.00365595],"genre_scores_gemma":[0.99367,0.002123609,0.0003144911,0.0002238778,0.000008044478,0.00005121993,0.002076451,0.000004067943,0.001528333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03710435,"threshold_uncertainty_score":0.2692122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04357836821277241,"score_gpt":0.291140010110763,"score_spread":0.2475616418979906,"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."}}