{"id":"W2603347567","doi":"10.1108/ijes-10-2016-0020","title":"Firefighters and traumatic stress: a review","year":2017,"lang":"en","type":"review","venue":"International Journal of Emergency Services","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Traumatic stress; Psychology; Context (archaeology); Coping (psychology); Compassion fatigue; Psychological resilience; Medicine; Medical education; Applied psychology; Clinical psychology; Burnout; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002194399,0.001201167,0.002855897,0.008857664,0.0007544711,0.002281905,0.001317895,0.00192358,0.005269713],"category_scores_gemma":[0.009434319,0.0006554908,0.002403345,0.008370691,0.0006283377,0.00236487,0.001137854,0.001423287,0.0005394231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00162381,"about_ca_system_score_gemma":0.00738244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004284475,"about_ca_topic_score_gemma":0.009120047,"domain_scores_codex":[0.9983108,0.0004329001,0.000588253,0.0001862953,0.0003920268,0.00008969236],"domain_scores_gemma":[0.9928625,0.005018277,0.00116937,0.00008378331,0.0007164747,0.0001496612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00011313,0.00005393479,0.0006538302,0.767992,0.001200518,0.0004514311,0.0004709144,0.0001953093,0.0003577084,0.001096662,0.01238941,0.2150251],"study_design_scores_gemma":[0.00005252789,0.0002120628,0.004065854,0.7727489,0.007869111,0.002761642,0.0007626592,0.00009767713,0.0001924205,0.001090379,0.2101011,0.00004572437],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000134555,0.9993168,0.00003121381,0.0001598848,0.00012254,0.00002425284,0.00002513642,0.000002254636,0.0001833127],"genre_scores_gemma":[0.001143535,0.99839,0.00009222049,0.0001701366,0.00008328893,0.00003061993,0.00002141521,7.602646e-7,0.00006814988],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008857664,"threshold_uncertainty_score":0.01762891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.308080148522522,"score_gpt":0.5565238457234464,"score_spread":0.2484436972009244,"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."}}