{"id":"W7037359492","doi":"","title":"The economic impact of posttraumatic stress symptoms among Canadian attorneys","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Posttraumatic stress; Economic impact analysis; Stress (linguistics); Poison control; Depression (economics); Occupational safety and health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006900501,0.0002319855,0.0002516494,0.002285065,0.005569737,0.002727315,0.001120693,0.0007324269,0.006222303],"category_scores_gemma":[0.006227295,0.000274059,0.000396699,0.004240322,0.001181556,0.0006222186,0.001292425,0.001618828,0.0004039561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05248012,"about_ca_system_score_gemma":0.05473058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991985,"about_ca_topic_score_gemma":0.9958013,"domain_scores_codex":[0.9982498,0.0001143964,0.00004228072,0.00003939171,0.0005674903,0.0009865905],"domain_scores_gemma":[0.9953693,0.0002385877,0.0008606306,0.000044293,0.001660168,0.001827098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001301934,0.0002643999,0.9487512,0.00006557044,0.00007125115,0.0004164537,0.007214081,0.0001323115,0.0001024734,0.001435823,0.0197882,0.02162814],"study_design_scores_gemma":[0.000005896455,0.00001649558,0.9776873,0.0000820302,0.00001029422,0.00005251986,0.01828576,0.00006036927,0.00001471939,0.00006581914,0.003703465,0.0000152867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671939,0.002215924,0.00001595992,0.01074849,0.0001104078,0.00003682425,0.001891352,0.000003238431,0.01778384],"genre_scores_gemma":[0.992992,0.002586698,0.00003468076,0.0006906261,0.00005826752,0.0000133793,0.000626104,0.000004195209,0.002993981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05248012,"threshold_uncertainty_score":0.3807717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02653262546016993,"score_gpt":0.3197342528377238,"score_spread":0.2932016273775538,"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."}}