{"id":"W2021747012","doi":"10.1108/09653561211234499","title":"Mental health implications of volunteer fire service membership","year":2012,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University; University of Northern British Columbia","funders":"","keywords":"Mental health; Psychology; Neuroticism; Volunteer; Extraversion and introversion; Openness to experience; Sample (material); Clinical psychology; Personality; Checklist; Big Five personality traits; Social psychology; Psychiatry","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":[0.001047757,0.0001298269,0.0001494214,0.0004292208,0.001389949,0.0008811246,0.0003300127,0.000406451,0.004028894],"category_scores_gemma":[0.006199861,0.00006995284,0.0002073646,0.0003341273,0.0006220185,0.0003900716,0.001437027,0.0006225182,0.0002075658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005024411,"about_ca_system_score_gemma":0.001141225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003179614,"about_ca_topic_score_gemma":0.007569317,"domain_scores_codex":[0.9991845,0.0003568215,0.00003947133,0.00004224676,0.0001198226,0.0002571008],"domain_scores_gemma":[0.9967402,0.0006016399,0.001043778,0.0001440788,0.0002884427,0.001181922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000242661,0.0004994689,0.9201735,0.0002021099,0.00006768866,0.001424294,0.009449367,0.0001684712,0.0007174191,0.0009458103,0.00352684,0.0625824],"study_design_scores_gemma":[0.00001364547,0.0005167294,0.9306911,0.000249572,0.00003316051,0.002156048,0.05776543,0.0002950759,0.0001950541,0.001348267,0.006719484,0.00001638096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942138,0.0004603967,0.00008303045,0.001243388,0.00007352512,0.00001898373,0.00005288261,0.000003275826,0.003850847],"genre_scores_gemma":[0.9990478,0.0002475677,0.0000418154,0.0001345311,0.00005809392,0.000009978492,0.00004244693,9.594149e-7,0.0004167223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004028894,"threshold_uncertainty_score":0.01347798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0990183039948253,"score_gpt":0.4435139204768586,"score_spread":0.3444956164820333,"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."}}