{"id":"W6958422505","doi":"10.6084/m9.figshare.28192248.v1","title":"Additional file 3 of Understanding and measuring workplace violence in healthcare: a Canadian systematic framework to address a global healthcare phenomenon","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; University Health Network","funders":"","keywords":"Phenomenon; Workplace violence; Health care; Workplace health promotion; Context (archaeology); Occupational safety and health; Workplace safety","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008279969,0.001312043,0.001943491,0.008352689,0.002584914,0.00324207,0.002907755,0.001939088,0.7970079],"category_scores_gemma":[0.1430033,0.001042557,0.002727,0.01344573,0.0008874371,0.002415671,0.002668745,0.0013625,0.04135047],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01025773,"about_ca_system_score_gemma":0.0396829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5167432,"about_ca_topic_score_gemma":0.6352609,"domain_scores_codex":[0.9955971,0.001111323,0.001050046,0.0006866517,0.0009415381,0.0006135037],"domain_scores_gemma":[0.8626982,0.1052119,0.004630249,0.004562202,0.02037275,0.002524743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003217685,0.00006578783,0.004977158,0.02112994,0.0002239998,0.00007067751,0.0004066271,0.0006102036,0.00004351151,0.002592467,0.9553334,0.01422433],"study_design_scores_gemma":[0.008092759,0.0002304781,0.09224251,0.04067405,0.001446069,0.0004741806,0.002903855,0.002347699,0.0003611093,0.01749672,0.8332903,0.0004402794],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001446285,0.00005382375,0.0002244995,0.0001675905,0.00002976577,0.0003991692,0.9976264,0.00008297488,0.001271101],"genre_scores_gemma":[0.02009258,0.0009085034,0.01423004,0.001897365,0.0001311902,0.01943482,0.9236887,0.0007549729,0.01886195],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9897423,"threshold_uncertainty_score":0.9722055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06317901716371684,"score_gpt":0.31652539394234,"score_spread":0.2533463767786232,"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."}}