{"id":"W4392652059","doi":"10.1503/cmaj.231377","title":"Physician incivility in the health care workplace","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Canadian Medical Protective Association; Queen's University","funders":"","keywords":"Incivility; Health care; Psychology; Nursing; Medicine; Social psychology; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006762408,0.00006493335,0.0001111999,0.0001283442,0.0008820917,0.0003785298,0.0003445123,0.0001851732,0.0006361931],"category_scores_gemma":[0.0008816441,0.00004923487,0.00006791921,0.0007517486,0.00005973262,0.0001799014,0.000007017546,0.001110596,0.0001407824],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00279929,"about_ca_system_score_gemma":0.01017799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03485471,"about_ca_topic_score_gemma":0.6777429,"domain_scores_codex":[0.9968849,0.0008273664,0.0002389031,0.0001193934,0.001372103,0.0005573267],"domain_scores_gemma":[0.9988037,0.0003576178,0.00006473205,0.00006139341,0.00009423021,0.0006183156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003091862,0.00001819433,0.07083029,0.00002313798,0.00002553387,0.0003659865,0.1281334,0.000004842925,2.166252e-7,0.007069684,0.4206503,0.3728753],"study_design_scores_gemma":[0.00007537724,0.00001338485,0.006995363,0.000255018,0.000002954549,0.000006470198,0.07907604,0.00002397397,1.233692e-7,0.0004835346,0.9130034,0.00006437699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.195532,0.007983386,0.0000521853,0.7209104,0.003035426,0.0003188978,0.00001889321,0.00006002391,0.0720887],"genre_scores_gemma":[0.9654456,0.0004644284,0.00001403875,0.03101458,0.002741084,0.000005626156,0.000003106572,0.000005829999,0.0003056853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7699136,"threshold_uncertainty_score":0.9954334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00970543882222275,"score_gpt":0.3026146507065617,"score_spread":0.2929092118843389,"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."}}