{"id":"W4320491887","doi":"10.3389/fpsyg.2023.1092334","title":"Mental health and social support among Royal Canadian Mounted Police cadets","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Canadian Institute for Public Safety Research and Treatment; University of Regina","funders":"Government of Canada","keywords":"Psychology; Mental health; Applied psychology; Social psychology; Psychiatry; Criminology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0002922344,0.0002651024,0.0001654921,0.001190562,0.002436273,0.0008916262,0.0006531018,0.0003101308,0.005170644],"category_scores_gemma":[0.001342299,0.0001612709,0.0001724145,0.001443047,0.0004663453,0.0002375632,0.0007275064,0.0004227428,0.000305229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007596151,"about_ca_system_score_gemma":0.008121032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9505249,"about_ca_topic_score_gemma":0.9750053,"domain_scores_codex":[0.9995965,0.00002252951,0.00001286639,0.00003360154,0.0001509574,0.0001834908],"domain_scores_gemma":[0.9994054,0.00002785616,0.0001100769,0.00001476898,0.0001886836,0.000253251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000322878,0.00006268491,0.9902955,0.00003289343,0.00001674651,0.000125338,0.001447814,0.00003341343,0.0001351075,0.00004988163,0.001314371,0.006453963],"study_design_scores_gemma":[0.000001647789,0.00002188677,0.9966319,0.00001904526,0.000004571927,0.00002629718,0.002775276,0.00003258125,0.00001815254,0.000006248344,0.0004590915,0.000003364303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967924,0.0001210123,0.00001241448,0.0001834406,0.000007591483,0.00001843064,0.0007597314,0.000002381265,0.002102665],"genre_scores_gemma":[0.9987141,0.0001330216,0.00002341241,0.00003588635,0.000003448704,0.000007900488,0.0003094622,6.560409e-7,0.0007720588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04947507,"threshold_uncertainty_score":0.09953284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04635603974336618,"score_gpt":0.4134952614998275,"score_spread":0.3671392217564614,"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."}}