{"id":"W4319057932","doi":"10.1177/07067437221149469","title":"Suicidal Ideation, Planning, and Attempts Among new Royal Canadian Mounted Police Cadets","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; McGill University; Douglas Mental Health University Institute; Dalhousie University; Canadian Institute for Public Safety Research and Treatment; University of Manitoba","funders":"Royal Canadian Mounted Police; Government of Canada; University of Regina","keywords":"Suicidal ideation; Cadet; Psychiatry; Suicide prevention; Population; Mental health; Psychology; Poison control; Stressor; Injury prevention; Clinical psychology; Occupational safety and health; Medicine; Medical emergency; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0003791684,0.0003478382,0.0002067173,0.001584956,0.002036136,0.0006918692,0.0009205096,0.0003521358,0.003020752],"category_scores_gemma":[0.001671726,0.0002376317,0.0002361532,0.001759403,0.0005230014,0.000271971,0.0006352451,0.0005921286,0.0002685133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00792964,"about_ca_system_score_gemma":0.006803348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9153163,"about_ca_topic_score_gemma":0.9619661,"domain_scores_codex":[0.9995111,0.00003058493,0.00002188998,0.00003921801,0.0002271216,0.000170017],"domain_scores_gemma":[0.9989422,0.00005323866,0.0002523517,0.00002639627,0.0004532817,0.0002726611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003079395,0.00006897081,0.9919209,0.00003031631,0.00001537637,0.00013604,0.001868159,0.00003248977,0.0001186361,0.00002374157,0.001045867,0.004708607],"study_design_scores_gemma":[0.000001730555,0.00003923799,0.995778,0.00002652298,0.000006291943,0.00007665769,0.003516768,0.00003993991,0.00002790298,0.000005245546,0.0004765355,0.000005162902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979918,0.0001177886,0.00001759686,0.0001041855,0.000005554064,0.00003038888,0.0005488482,0.000002700499,0.001181172],"genre_scores_gemma":[0.9980686,0.0002645139,0.00008369354,0.00004502102,0.000004642793,0.00002547786,0.0006200967,0.000001392212,0.0008866416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08468366,"threshold_uncertainty_score":0.1703647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05030792522931599,"score_gpt":0.3611193769725006,"score_spread":0.3108114517431846,"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."}}