{"id":"W6902551920","doi":"10.6084/m9.figshare.c.7077478.v1","title":"Identifying quality indicators to measure workplace violence in healthcare settings: a rapid review","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Operationalization; Health care; Quality (philosophy); Patient safety; Quality management; Psychological intervention; Occupational safety and health; Process (computing)","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":[0.05713811,0.00206398,0.009410034,0.04944041,0.001620728,0.006683436,0.003813236,0.002550095,0.005366411],"category_scores_gemma":[0.2332195,0.00177061,0.01121089,0.03395997,0.001783858,0.008246983,0.004917242,0.003069709,0.001021821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009870596,"about_ca_system_score_gemma":0.03239578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008563216,"about_ca_topic_score_gemma":0.01951671,"domain_scores_codex":[0.938905,0.01383873,0.02831416,0.002522735,0.01553323,0.000886114],"domain_scores_gemma":[0.7297487,0.1615869,0.04987364,0.004410188,0.0526013,0.001779313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001930622,0.00005390277,0.002415598,0.837805,0.002744887,0.00007916526,0.0004975953,0.0002127032,0.0002494444,0.001143886,0.007706279,0.1468984],"study_design_scores_gemma":[0.0001513679,0.0001795196,0.005690605,0.9342749,0.009985956,0.0002049465,0.0004420826,0.0002139774,0.000267538,0.0009306567,0.04758013,0.00007828209],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00175298,0.9731257,0.00416026,0.003410016,0.001079045,0.009448737,0.005398036,0.0001168545,0.001508328],"genre_scores_gemma":[0.01326228,0.9494648,0.017766,0.001909985,0.000397375,0.01314228,0.003595039,0.0000596372,0.0004025404],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05713811,"threshold_uncertainty_score":0.3021789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1282396578528975,"score_gpt":0.4028064032050455,"score_spread":0.274566745352148,"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."}}