{"id":"W3113166087","doi":"10.2196/18643","title":"Creating Respectful Workplaces for Nurses in Regional Acute Care Settings: Protocol for a Sequential Explanatory Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incivility; Nursing; Psychological intervention; Harassment; Health care; Civility; Workplace bullying; District nurse; Medicine; Coping (psychology); Psychology; Social psychology; Politics; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007730365,0.0002561371,0.0004334285,0.0003036738,0.001629161,0.0005439738,0.001010079,0.0002280848,0.00009595898],"category_scores_gemma":[0.002347461,0.0002354888,0.0001736328,0.001232491,0.0003749189,0.0004713442,0.0002234329,0.0006655006,0.00001173928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003854622,"about_ca_system_score_gemma":0.001332757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001846612,"about_ca_topic_score_gemma":0.0006000968,"domain_scores_codex":[0.9928102,0.003131039,0.000596547,0.0009159618,0.001280615,0.001265565],"domain_scores_gemma":[0.9962106,0.002184832,0.0002219565,0.0003189512,0.0007316567,0.0003319464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02406801,0.002538199,0.04966517,0.004816744,0.0002623555,0.000142816,0.5437486,0.00005579273,0.006980419,0.004207765,0.23479,0.1287241],"study_design_scores_gemma":[0.004433719,0.002341652,0.0002175865,0.002203126,0.000005630207,5.203614e-7,0.2527146,0.00009488711,0.001622138,0.0007027789,0.7353586,0.0003048176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00224752,0.00000334195,0.0002193464,0.002192063,0.00002705206,0.9940922,0.00002968882,0.0001502517,0.00103852],"genre_scores_gemma":[0.0007895617,2.346134e-7,0.008774862,0.0001312812,0.0008934948,0.988647,0.00001011894,0.00005085564,0.0007025766],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5005686,"threshold_uncertainty_score":0.9996706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3524050588342062,"score_gpt":0.6375611049534923,"score_spread":0.2851560461192861,"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."}}