{"id":"W4324089595","doi":"10.3389/fpsyg.2023.1149597","title":"A feasibility study of psychological first aid as a supportive intervention among police officers exposed to traumatic events","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Thematic analysis; Traumatic stress; Law enforcement; Intervention (counseling); Population; Psychology; Distress; Agency (philosophy); Clinical psychology; Medicine; Qualitative research; Psychiatry; Environmental health; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001618507,0.0003797656,0.0008999987,0.001570599,0.00008946671,0.00001689643,0.001141907,0.0003736037,0.001724346],"category_scores_gemma":[0.0004006916,0.0003834007,0.0002376693,0.002506409,0.0003069388,0.0001217058,0.0001965097,0.0005847644,0.0007842818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001724454,"about_ca_system_score_gemma":0.00002492044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002289594,"about_ca_topic_score_gemma":0.002235063,"domain_scores_codex":[0.9941764,0.001443592,0.001416376,0.001316909,0.0005666228,0.001080023],"domain_scores_gemma":[0.9975674,0.0002410282,0.0003565994,0.001445092,0.0001014198,0.0002884839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002724955,0.01106955,0.8846244,0.0000813919,0.0002852716,0.000099811,0.05175534,0.00001854629,0.00002717254,0.00005315401,0.03269341,0.01656703],"study_design_scores_gemma":[0.008714011,0.004366935,0.9237477,0.0001012154,0.00003372541,0.00001407907,0.05989657,0.00004181536,0.00000870542,0.002684742,0.0001021693,0.0002883719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818823,0.00006143631,0.001069459,0.0003891568,0.002516983,0.003523672,0.00003551528,0.0001646808,0.01035678],"genre_scores_gemma":[0.9976792,0.00001353733,0.0004631861,0.0001850732,0.0000361746,0.001062044,0.00003475987,0.00005696091,0.0004690113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03912329,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371484307756178,"score_gpt":0.4716059564672655,"score_spread":0.3344575256916477,"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."}}