{"id":"W3016591048","doi":"10.3390/healthcare8020098","title":"Workplace Violence among British Columbia Nurses Across Different Roles and Contexts","year":2020,"lang":"en","type":"article","venue":"Healthcare","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Workplace violence; Descriptive statistics; Verbal abuse; Descriptive research; Psychological intervention; Health care; Occupational safety and health; Nursing; Physical abuse; Suicide prevention; Poison control; Domestic violence; Psychological abuse; Human factors and ergonomics; Medicine; Psychology; Environmental health; Sociology; Political science","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":[0.0006927288,0.0001797542,0.0002884752,0.001337137,0.003704278,0.001224335,0.0006210802,0.0003081873,0.001291274],"category_scores_gemma":[0.002731926,0.0002720908,0.0001557027,0.002576412,0.0006263097,0.0003317492,0.001289412,0.0005515267,0.0002140473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01334328,"about_ca_system_score_gemma":0.01042941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9675958,"about_ca_topic_score_gemma":0.9895335,"domain_scores_codex":[0.9990739,0.0001624337,0.00007426681,0.0001101558,0.0003460418,0.0002331616],"domain_scores_gemma":[0.997991,0.0002438389,0.0003695622,0.00005079749,0.0009176407,0.0004273176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002788317,0.00003462045,0.9746767,0.0000696206,0.00001335104,0.0001496267,0.00963437,0.00005353786,0.0001999496,0.00005456116,0.001219508,0.01386612],"study_design_scores_gemma":[0.000002380418,0.00002723221,0.9791055,0.00008560489,0.000006563665,0.00009724026,0.01949321,0.00006686438,0.00005284391,0.00001910271,0.001035988,0.000007484382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967979,0.0005968004,0.00003999504,0.0002133556,0.000007082757,0.00002753555,0.0003455566,0.000002377443,0.001969321],"genre_scores_gemma":[0.996953,0.001004146,0.0001314832,0.0001922791,0.000003532914,0.00003172341,0.0002950565,0.000002538886,0.00138622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03240424,"threshold_uncertainty_score":0.09681273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009230168244209,"score_gpt":0.3162280330067342,"score_spread":0.2961357313242922,"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."}}