{"id":"W3163235166","doi":"10.1016/j.socscimed.2021.113979","title":"Death on the job: The Great Recession and work-related traffic fatalities","year":2021,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Recession; Occupational safety and health; Work (physics); Injury prevention; Poison control; Human factors and ergonomics; Suicide prevention; Quarter (Canadian coin); Work hours; Public health; Demographic economics; Environmental health; Business; Labour economics; Economics; Medicine; Engineering; Geography","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":[0.001160739,0.0002695904,0.0002861453,0.001688424,0.0009151275,0.001089438,0.0004587806,0.001462813,0.004539468],"category_scores_gemma":[0.005978941,0.0002348663,0.0004587749,0.002388608,0.0006697359,0.001271905,0.00182352,0.002061736,0.0003722424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287966,"about_ca_system_score_gemma":0.002003096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1244535,"about_ca_topic_score_gemma":0.1854012,"domain_scores_codex":[0.9994934,0.0001277552,0.0000439066,0.00004342352,0.0000623102,0.000229149],"domain_scores_gemma":[0.9971631,0.000280021,0.001134507,0.00006976619,0.0003703875,0.0009822181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002406842,0.00007809954,0.991394,0.00003570662,0.00005482144,0.0001217361,0.0004555432,0.0001244699,0.00003593084,0.0002088028,0.002124265,0.005125958],"study_design_scores_gemma":[0.000004997706,0.00003383861,0.9950438,0.00007169948,0.00003015909,0.00008502686,0.003374342,0.0002458345,0.00001032399,0.0001138413,0.0009785659,0.000007655191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855534,0.003430986,0.00006566603,0.006435059,0.0001235468,0.00001013933,0.0009503647,0.000003195946,0.003427616],"genre_scores_gemma":[0.9964591,0.001987227,0.00002698403,0.0002173255,0.0001545409,0.000006155264,0.0004649085,0.000003003495,0.0006807185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1244535,"threshold_uncertainty_score":0.2474582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09409106508858199,"score_gpt":0.4230416361640698,"score_spread":0.3289505710754878,"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."}}