{"id":"W4410616113","doi":"10.2196/68865","title":"Prevalence and Determinants of Academic Bullying Among Junior Doctors in Sierra Leone: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIRx Med","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Sierra leone; Odds ratio; Medicine; Cross-sectional study; Family medicine; Logistic regression; Demography; Confidence interval; Suicide prevention; Injury prevention; Poison control; Psychology; Environmental health; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007871501,0.0002119157,0.0003185831,0.001039715,0.0005891956,0.0005192021,0.0003282536,0.0003932787,0.001004743],"category_scores_gemma":[0.002363043,0.0003460383,0.0002205203,0.0007212211,0.0003819836,0.0004156667,0.0007286283,0.0003902084,0.0001190793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003848416,"about_ca_system_score_gemma":0.0004897684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01764947,"about_ca_topic_score_gemma":0.02351381,"domain_scores_codex":[0.9995514,0.0001238109,0.00006868419,0.00006331516,0.00007205569,0.0001207167],"domain_scores_gemma":[0.9984085,0.0002100741,0.0008748714,0.00007015749,0.0001183297,0.0003180366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001376344,0.0000302232,0.9988618,0.00001560811,0.00001016796,0.00006158651,0.0004040732,0.000005629594,0.00007140884,0.000003840855,0.0000303228,0.0004915669],"study_design_scores_gemma":[0.000002176203,0.00006238299,0.9982418,0.00001678277,0.0000064058,0.0001307647,0.001439923,0.00001677756,0.00001193904,0.00000234507,0.00006710146,0.000001734958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996618,0.0001143774,0.00001290652,0.00002203278,0.000001895182,0.000009398688,0.0000547923,8.17244e-7,0.0001220265],"genre_scores_gemma":[0.9996884,0.0001343153,0.0000345903,0.00001658082,0.000003116519,0.000008808879,0.00005974309,3.064542e-7,0.00005408788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01764947,"threshold_uncertainty_score":0.03509349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02966857248710225,"score_gpt":0.3885933220669537,"score_spread":0.3589247495798514,"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."}}