{"id":"W2945444646","doi":"10.3389/fpsyg.2019.01181","title":"The Impact of Workplace Harassment on Health in a Working Cohort","year":2019,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Flight Attendant Medical Research Institute","keywords":"Harassment; Crew; Odds ratio; Mental health; Depression (economics); Occupational safety and health; Cohort; Verbal abuse; Medicine; Logistic regression; Odds; Psychology; Poison control; Confidence interval; Suicide prevention; Workplace bullying; Cohort study; Psychiatry; Medical emergency; Social psychology; Nursing; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002922302,0.0001096738,0.0003850229,0.000309023,0.0001795276,0.000002302651,0.0002743384,0.0001836492,0.0001411608],"category_scores_gemma":[0.0001569772,0.00007544427,0.00006027372,0.0005424589,0.00006805324,0.00002614201,0.00004088185,0.001111566,0.0001375837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007496891,"about_ca_system_score_gemma":0.0009256016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005448154,"about_ca_topic_score_gemma":0.0002530119,"domain_scores_codex":[0.9966364,0.001306277,0.00070048,0.0002923155,0.0002153859,0.0008491611],"domain_scores_gemma":[0.9981819,0.0009476461,0.0002272864,0.0004439212,0.00004139519,0.0001578276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001990053,0.00008836872,0.839499,0.0000334383,0.00001343447,0.000001015066,0.0004120421,0.00004123908,9.902701e-7,0.0002785258,0.09015658,0.06748533],"study_design_scores_gemma":[0.0016111,0.0005816229,0.9779141,0.000267993,4.191961e-7,3.917303e-7,0.0005115385,0.0004262158,9.650167e-8,0.003316627,0.01531216,0.00005773592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8709868,0.004161508,0.0009980854,0.02797148,0.008595572,0.006354651,0.00002492251,0.00003084587,0.08087614],"genre_scores_gemma":[0.9898632,0.003891241,0.001242768,0.003434316,0.0001304918,0.0003584092,0.00003138743,0.0000269318,0.001021238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1384151,"threshold_uncertainty_score":0.4829262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06331544879328364,"score_gpt":0.5253413251533111,"score_spread":0.4620258763600275,"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."}}