{"id":"W2996293120","doi":"10.36834/cmej.57019","title":"Prevalence of intimidation, harassment, and discrimination in resident physicians: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Canadian Medical Education Journal","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Queen's University","keywords":"Intimidation; Harassment; Medicine; Meta-analysis; Confidence interval; Demography; Family medicine; Internal medicine; Psychology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01606182,0.002279175,0.01389676,0.007162429,0.0007105292,0.003296605,0.002139444,0.002172129,0.002225796],"category_scores_gemma":[0.03709693,0.001621204,0.03478441,0.006938793,0.0007436859,0.001690205,0.00145285,0.001514936,0.0001702723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002324702,"about_ca_system_score_gemma":0.004028299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005922995,"about_ca_topic_score_gemma":0.01284758,"domain_scores_codex":[0.989281,0.004514262,0.003468132,0.001117842,0.00127947,0.0003393595],"domain_scores_gemma":[0.9699368,0.02202679,0.005110812,0.0007909227,0.001872467,0.0002622343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001221835,0.0000367107,0.01285509,0.4520184,0.5186404,0.0001697155,0.0001321131,0.0004230682,0.0001788947,0.0001128846,0.0005402663,0.01367065],"study_design_scores_gemma":[0.0003012278,0.0001968844,0.009677898,0.04568949,0.9418256,0.0001924232,0.00007758882,0.0001926417,0.0001323354,0.0001562007,0.001529836,0.00002780679],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005877278,0.9927546,0.0003763698,0.0001743834,0.00008164648,0.0001665846,0.0003767764,0.00001498303,0.0001772555],"genre_scores_gemma":[0.179129,0.815448,0.002437489,0.0007843779,0.0002619861,0.0009937191,0.0007246967,0.00002242065,0.0001982193],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01606182,"threshold_uncertainty_score":0.08494407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06745083267447553,"score_gpt":0.4101930686548797,"score_spread":0.3427422359804042,"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."}}