{"id":"W4404151399","doi":"10.7748/mhp.27.6.6.s2","title":"Tragedies and major incidents: coping strategies for nurses","year":2024,"lang":"en","type":"article","venue":"Mental Health Practice","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Psychology; Coping (psychology); Nursing; Medicine; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001536781,0.0001319078,0.0001827267,0.0001016241,0.0009768581,0.0001001831,0.0000792565,0.0000531633,0.00007061352],"category_scores_gemma":[0.0001664281,0.0001153949,0.00003022123,0.000104145,0.00004209694,0.00107345,0.0001018425,0.0002851248,0.0001493431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002176399,"about_ca_system_score_gemma":0.0004269242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005811279,"about_ca_topic_score_gemma":0.0002798158,"domain_scores_codex":[0.998172,0.0005002973,0.0004024859,0.0002885948,0.0001850721,0.0004515911],"domain_scores_gemma":[0.9985922,0.0009623148,0.000136151,0.0001414715,0.00004102958,0.0001268366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001236327,0.0002139259,0.0001093274,0.01568319,0.0002251332,0.00003472163,0.2306298,0.000001018517,0.0001535509,0.1388308,0.5657511,0.04713108],"study_design_scores_gemma":[0.0005249088,0.0002436088,0.0001084013,0.000755041,0.00003272992,0.000007678002,0.1924013,0.00006806689,0.000003695644,0.001135324,0.8046296,0.00008962071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3135316,0.06909973,0.02129349,0.3968777,0.02662208,0.02166774,0.0004395773,0.001592634,0.1488755],"genre_scores_gemma":[0.8332775,0.004823916,0.005235561,0.07737061,0.001166025,0.002241387,0.0001385937,0.0001353411,0.07561108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5197459,"threshold_uncertainty_score":0.7513301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08106848414196832,"score_gpt":0.5321672145534061,"score_spread":0.4510987304114378,"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."}}