{"id":"W2756188929","doi":"10.1177/1048291117732301","title":"Assaulted and Unheard: Violence Against Healthcare Staff","year":2017,"lang":"en","type":"article","venue":"NEW SOLUTIONS A Journal of Environmental and Occupational Health Policy","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Workplace violence; Health care; Staffing; Nursing; Psychology; Occupational safety and health; Suicide prevention; Medicine; Poison control; Medical emergency; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00556087,0.0003326569,0.0003839649,0.0007578586,0.01007972,0.004031429,0.001165189,0.001622334,0.001499955],"category_scores_gemma":[0.0137178,0.000552884,0.0002579946,0.0008296624,0.008704239,0.002396522,0.004027699,0.001822353,0.0001557167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008100823,"about_ca_system_score_gemma":0.01093788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1015727,"about_ca_topic_score_gemma":0.1486298,"domain_scores_codex":[0.9854731,0.01022881,0.0005333582,0.0003472413,0.001448073,0.001969492],"domain_scores_gemma":[0.9924189,0.003988126,0.001865411,0.0002529936,0.00059108,0.0008835594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003301178,0.0000305847,0.02613761,0.0001629683,0.00001391162,0.000912472,0.9629987,0.00003825542,0.0005633295,0.0009249839,0.001050378,0.007133769],"study_design_scores_gemma":[0.000002077774,0.00003917464,0.008079195,0.0001503068,0.000006156084,0.0003894226,0.9860187,0.00002746412,0.0001754224,0.0001004066,0.00500243,0.000009323953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894331,0.001316437,0.0005141069,0.003618815,0.00005653825,0.00003968331,0.00003989018,0.000007586913,0.004973806],"genre_scores_gemma":[0.9970681,0.0008034268,0.0001979354,0.0009423647,0.00001935692,0.00002501736,0.00001311818,0.000004023318,0.0009266715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1015727,"threshold_uncertainty_score":0.2019629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05239939382961169,"score_gpt":0.3924754807843324,"score_spread":0.3400760869547207,"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."}}