{"id":"W3216035247","doi":"10.1037/tra0001177","title":"Traumatic stress in Canadian lawyers: A longitudinal study.","year":2021,"lang":"en","type":"article","venue":"Psychological Trauma Theory Research Practice and Policy","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Ottawa; Université de Sherbrooke; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Stress (linguistics); Traumatic stress; Criminology; Political science; Social psychology; Clinical psychology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002125346,0.0004417148,0.0005253504,0.002547515,0.008497368,0.002088484,0.001733832,0.001214861,0.003247369],"category_scores_gemma":[0.005329017,0.0007705726,0.0005275676,0.005661092,0.001046974,0.001452662,0.001608148,0.002352387,0.0006748973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02798454,"about_ca_system_score_gemma":0.04069806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9796059,"about_ca_topic_score_gemma":0.9875372,"domain_scores_codex":[0.9982849,0.0001162292,0.00008032558,0.000202848,0.0006450246,0.0006706875],"domain_scores_gemma":[0.9953724,0.0001478368,0.001198681,0.0001572664,0.001930655,0.00119319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004005272,0.0001969549,0.9910623,0.00002267167,0.00001937217,0.0001145797,0.002980758,0.00001179135,0.00005977681,0.0000503341,0.001349071,0.004092364],"study_design_scores_gemma":[0.000008818204,0.00004915726,0.9944002,0.00004439672,0.00001126732,0.00008045344,0.004021415,0.0000494551,0.00001660795,0.00002215377,0.001285529,0.00001044179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994436,0.0007534388,0.0000678996,0.0008318463,0.00002764263,0.0001158294,0.002436473,0.000006668649,0.00132413],"genre_scores_gemma":[0.993516,0.001159154,0.0002896229,0.0006012313,0.00002036773,0.0001210118,0.002350197,0.000004484997,0.001937976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02798454,"threshold_uncertainty_score":0.203043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4583592770891517,"score_gpt":0.6397173333512757,"score_spread":0.181358056262124,"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."}}