{"id":"W4205694069","doi":"10.1080/09638237.2021.2022629","title":"Workplace trauma and chronic stressor exposure among direct service providers working with people experiencing homelessness","year":2022,"lang":"en","type":"article","venue":"Journal of Mental Health","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Stressor; Psychosocial; Psychology; Moderation; Multilevel model; Social support; Service provider; Distress; Mental health; Medicine; Psychiatry; Clinical psychology; Service (business); Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001328308,0.000198789,0.0008194316,0.0001498849,0.002673178,0.00003439437,0.0002350464,0.00007429802,0.0002127804],"category_scores_gemma":[0.00001158285,0.0001650153,0.00006009336,0.0005194625,0.00004521606,0.0003092703,0.0001607221,0.001064977,0.000001271131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411012,"about_ca_system_score_gemma":0.0009673461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002115563,"about_ca_topic_score_gemma":0.05521638,"domain_scores_codex":[0.996702,0.000926947,0.0008089477,0.0002316144,0.0006905462,0.0006399192],"domain_scores_gemma":[0.9980583,0.0002142342,0.001140125,0.0001474085,0.0001067128,0.0003332256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004911316,0.0001533985,0.4407579,0.0008003647,0.00006035798,0.00002570763,0.5386288,0.0002068195,0.00004378937,0.00004045082,0.00009142714,0.01869989],"study_design_scores_gemma":[0.002559537,0.001082105,0.101135,0.001285747,0.00001820915,0.000009690244,0.8916606,0.00009475779,0.0000414525,0.00001313067,0.001896558,0.000203236],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907756,0.005842477,0.00001734955,0.001588674,0.0007115013,0.0006973965,0.00001509089,0.00003138875,0.000320535],"genre_scores_gemma":[0.9985184,0.0004385231,0.0001133281,0.0002767595,0.0003893421,0.00009702067,0.000008133059,0.00004540438,0.0001130683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3530318,"threshold_uncertainty_score":0.9986252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129874914085853,"score_gpt":0.3450438359802365,"score_spread":0.313745086839378,"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."}}