{"id":"W3137569220","doi":"10.3390/healthcare9030339","title":"A Realist Review of Violence Prevention Education in Healthcare","year":2021,"lang":"en","type":"review","venue":"Healthcare","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Health care; Intervention (counseling); Grey literature; Unit (ring theory); Nursing; Psychology; Medical education; Health education; Quality (philosophy); Medicine; Applied psychology; Political science; MEDLINE; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00597572,0.001194934,0.002880493,0.01050101,0.000652609,0.002810705,0.001701861,0.001956079,0.003780393],"category_scores_gemma":[0.02161433,0.0006978266,0.002507433,0.01238412,0.001041732,0.00220531,0.001639136,0.001673277,0.0005718744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003401204,"about_ca_system_score_gemma":0.01285481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006117111,"about_ca_topic_score_gemma":0.01795073,"domain_scores_codex":[0.9957525,0.001429744,0.001311693,0.000319313,0.001026716,0.0001601813],"domain_scores_gemma":[0.9818346,0.0140232,0.001855576,0.0003007851,0.001756978,0.0002288861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007169516,0.00003274134,0.0002804124,0.7370049,0.001190265,0.0001558856,0.0007388387,0.0002070836,0.0003313808,0.002774638,0.009827105,0.247385],"study_design_scores_gemma":[0.00002866185,0.0001062834,0.001811971,0.7613247,0.004755961,0.0004141506,0.0004861286,0.00005692934,0.0001736402,0.001256329,0.2295592,0.00002611322],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000147203,0.998843,0.0000902301,0.0002999454,0.0001358907,0.00003430302,0.00004706671,0.000003611132,0.0003988102],"genre_scores_gemma":[0.001552866,0.9976229,0.0002918306,0.0003138083,0.00004628575,0.00004821291,0.00004032386,0.000001485174,0.0000823416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01050101,"threshold_uncertainty_score":0.03160304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053965996474792,"score_gpt":0.4912468827194846,"score_spread":0.3858502830720054,"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."}}