{"id":"W3032979054","doi":"10.1037/cbs0000187","title":"A longitudinal analysis of psychological distress among healthcare workers following patient violence.","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Psychology; Distress; Psychological distress; Health care; Longitudinal study; Clinical psychology; Psychiatry; Mental health; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002052716,0.0002215919,0.0003061362,0.0009786633,0.001177641,0.000835499,0.0005339264,0.001211267,0.001197329],"category_scores_gemma":[0.00674845,0.0003332826,0.0005985455,0.001172841,0.0003475071,0.0009367772,0.001284916,0.001852099,0.0004524647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009246586,"about_ca_system_score_gemma":0.001669794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03301736,"about_ca_topic_score_gemma":0.03760416,"domain_scores_codex":[0.9991129,0.0003351279,0.00007518016,0.00009185571,0.0001235357,0.0002613885],"domain_scores_gemma":[0.9960892,0.0004521873,0.001365649,0.000244526,0.000722264,0.001126117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002132987,0.0002655728,0.9964187,0.00001255771,0.00005012553,0.00008452147,0.0007318053,0.0000285094,0.000122159,0.00002096889,0.0001991035,0.001852688],"study_design_scores_gemma":[0.000005715883,0.0003413867,0.9979899,0.00001250974,0.00002081167,0.00007711293,0.001245905,0.00006446591,0.0000245615,0.00001670479,0.0001941264,0.00000686292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998914,0.0002159171,0.00007712621,0.0001399972,0.00001308574,0.00002365462,0.0003913439,0.00000214524,0.0002227139],"genre_scores_gemma":[0.9986474,0.0001629122,0.000123891,0.00007146292,0.0000133406,0.00005981552,0.0006454891,0.000001459368,0.0002742557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03301736,"threshold_uncertainty_score":0.06565034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1241447324447586,"score_gpt":0.3239767150082173,"score_spread":0.1998319825634587,"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."}}