{"id":"W2106808448","doi":"10.1370/afm.1341","title":"How the Medical Culture Contributes to Coworker-Perpetrated Harassment and Abuse of Family Physicians","year":2012,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Alberta; College of Family Physicians of Canada; Horizon Health Network; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Harassment; Medicine; Qualitative research; Suicide prevention; Poison control; Mental health; Occupational safety and health; Family medicine; Psychiatry; Nursing; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.003425944,0.0001971136,0.0002515496,0.001084668,0.005327799,0.00287072,0.0006400799,0.0007507227,0.001795553],"category_scores_gemma":[0.0311152,0.0002650806,0.0002615619,0.0007773612,0.003545585,0.001025591,0.002565872,0.001214368,0.0001122989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003288036,"about_ca_system_score_gemma":0.004985623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06349783,"about_ca_topic_score_gemma":0.06825007,"domain_scores_codex":[0.9924149,0.004891736,0.0003200744,0.0002572348,0.001103094,0.001012996],"domain_scores_gemma":[0.9811374,0.006988307,0.006615133,0.0006793501,0.001808578,0.002771209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006721495,0.0001334109,0.7777985,0.00008070811,0.00006957281,0.001477061,0.2030849,0.00007882385,0.000262998,0.0007090737,0.0007939516,0.01544379],"study_design_scores_gemma":[0.000008914304,0.0001060418,0.6425907,0.000332274,0.00005506694,0.002053129,0.3510116,0.0002857489,0.0002140227,0.0005508803,0.002758564,0.00003303611],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972324,0.0004030756,0.00009085134,0.001072418,0.00001343822,0.000005890792,0.000005833333,0.000001359999,0.001174819],"genre_scores_gemma":[0.9995344,0.000233993,0.00004019582,0.0001036789,0.000008948873,0.000002327085,0.000003416612,8.51142e-7,0.00007225746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06349783,"threshold_uncertainty_score":0.1262565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1671936699524305,"score_gpt":0.4131538772635068,"score_spread":0.2459602073110763,"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."}}