{"id":"W4390884015","doi":"10.31234/osf.io/3y7s9","title":"A Brief Look at Vicarious Trauma in Meteorologists and Emergency Management Professionals: Preliminary Evidence, Associated Coping Behaviors, Emotion Regulation Strategies, Pathological Altruism, and Healthy Selfishness","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Mental health; Psychology; Coping (psychology); Altruism (biology); Social psychology; Emergency management; Clinical psychology; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001538015,0.0002346874,0.0003157026,0.001777855,0.001044954,0.001416063,0.0003454274,0.0006254483,0.003737648],"category_scores_gemma":[0.00531341,0.0001965054,0.0004309809,0.001545334,0.0009084867,0.001442227,0.001597945,0.001017915,0.0003633671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005465046,"about_ca_system_score_gemma":0.001304879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002605877,"about_ca_topic_score_gemma":0.006328148,"domain_scores_codex":[0.9994653,0.0002270871,0.00008558667,0.00005803944,0.00007251575,0.00009149243],"domain_scores_gemma":[0.9935389,0.004313409,0.001191983,0.0001566588,0.000383822,0.0004152322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002686832,0.0003525449,0.8878155,0.001840104,0.0001111876,0.00133157,0.04902517,0.00006382606,0.001506478,0.001487295,0.001225892,0.05497181],"study_design_scores_gemma":[0.000004026588,0.000520462,0.9358053,0.0005037581,0.00005055743,0.001055715,0.05613789,0.00004118958,0.0002728393,0.0004914099,0.005101141,0.00001571986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761456,0.01433585,0.0006387512,0.00231074,0.0001240292,0.0001253081,0.0004928909,0.000007642525,0.005819133],"genre_scores_gemma":[0.9809684,0.01428331,0.001104651,0.0007962634,0.0002192656,0.0002158907,0.0007829157,0.000005574948,0.001623778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003737648,"threshold_uncertainty_score":0.01250368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08139320985979359,"score_gpt":0.4249894067754806,"score_spread":0.343596196915687,"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."}}