{"id":"W4281982470","doi":"10.1097/jom.0000000000002590","title":"Biological Embedding of Psychosocial Stressors Within a Sample of Canadian Firefighters","year":2022,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"","keywords":"Allostatic load; Psychosocial; Stressor; Social support; Psychology; Affect (linguistics); Allostasis; Sample (material); Clinical psychology; Stress (linguistics); Medicine; Gerontology; Social psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007529473,0.0005117084,0.0003577484,0.001798197,0.00521199,0.001119358,0.0008133441,0.0004409752,0.001842801],"category_scores_gemma":[0.002298677,0.0003336377,0.0002930723,0.001919825,0.00149035,0.000295386,0.0009825578,0.0005585832,0.0001811778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007319382,"about_ca_system_score_gemma":0.009037687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9342287,"about_ca_topic_score_gemma":0.9653113,"domain_scores_codex":[0.999129,0.00006068038,0.00003278222,0.0001376182,0.0003190462,0.0003208297],"domain_scores_gemma":[0.9990889,0.00006077222,0.0002214631,0.00004412869,0.0003527147,0.0002321432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009936587,0.0000559738,0.9857739,0.00003496893,0.00003083394,0.0001936696,0.007894584,0.00003927956,0.001333324,0.0001002891,0.0002577178,0.004186068],"study_design_scores_gemma":[0.000003093333,0.00004250643,0.9943615,0.00001154672,0.000007022184,0.00008829142,0.005053934,0.00003452658,0.00005170519,0.00001643358,0.0003236213,0.000005767336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991556,0.00007656481,0.00004939254,0.00005249892,0.000005097756,0.00002471355,0.0001898421,8.69207e-7,0.0004453617],"genre_scores_gemma":[0.9992101,0.0001263843,0.0001109713,0.00005574843,0.000006282613,0.00002097904,0.000211877,0.00000122071,0.0002564337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06577134,"threshold_uncertainty_score":0.1323173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129856349891951,"score_gpt":0.3817118199555125,"score_spread":0.2687261849663174,"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."}}