{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009695123,0.00064688,0.0007588632,0.001155212,0.0007402248,0.00006734065,0.0009224409,0.0005348347,0.002968373],"category_scores_gemma":[0.0003529083,0.0006913046,0.00008577247,0.001208697,0.001020137,0.0002252957,0.00006681185,0.0007990048,0.0002667804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00230372,"about_ca_system_score_gemma":0.001902495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981143,"about_ca_topic_score_gemma":0.9999907,"domain_scores_codex":[0.9937409,0.0003672536,0.0009121796,0.001690943,0.0002112043,0.003077554],"domain_scores_gemma":[0.9960088,0.0002644931,0.0002208186,0.001262931,0.0002651971,0.001977732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001261888,0.00003854199,0.8763515,0.000007326414,0.0001755972,0.0009394006,0.003647127,7.083545e-7,0.00002202246,0.002283079,0.110016,0.006392481],"study_design_scores_gemma":[0.001911793,0.0002126247,0.9291807,0.00001126997,0.00002741445,0.0002287402,0.01006064,0.0000123965,0.000002401762,0.0004188177,0.05722264,0.0007105771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148927,0.0009895988,0.00002512363,0.01325937,0.004248533,0.0006024502,0.0005638885,0.00009302283,0.06532527],"genre_scores_gemma":[0.9801688,0.00009922072,0.0000714038,0.01765647,0.000465346,0.0001555197,0.0001063237,0.00008563083,0.001191272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06527606,"threshold_uncertainty_score":0.9995538,"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."}}