{"id":"W1493552143","doi":"10.36834/cmej.36667","title":"Intimidation and harassment in residency: a review of the literature and results of the 2012 Canadian Association of Interns and Residents National Survey","year":2014,"lang":"en","type":"review","venue":"Canadian Medical Education Journal","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadiana.org; The Lung Association Saskatchewan; University of Alberta; University of Saskatchewan","funders":"","keywords":"Intimidation; Harassment; Medicine; Family medicine; Fraternity; MEDLINE; Association (psychology); Psychology; Medical education; Nursing; Social psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00967211,0.000100073,0.0004146613,0.0003076626,0.0001908589,0.00005195233,0.000306927,0.000286263,0.0001700184],"category_scores_gemma":[0.04341273,0.00006503273,0.00006403457,0.0005699578,0.0001741239,0.0001237481,0.00002675676,0.0005622189,3.889319e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007978433,"about_ca_system_score_gemma":0.05893745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3563624,"about_ca_topic_score_gemma":0.9440075,"domain_scores_codex":[0.9964173,0.001701562,0.0008040553,0.0001349886,0.000765031,0.0001770305],"domain_scores_gemma":[0.9969941,0.0004546166,0.001048667,0.0001095596,0.0005973492,0.0007957475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007402834,0.0000440346,0.07839791,0.01635338,0.0001049404,0.000001702707,0.008523634,1.889379e-7,1.395622e-7,0.001584035,0.2718817,0.6231009],"study_design_scores_gemma":[0.0001773766,0.00001130267,0.101687,0.2888542,0.00009761145,0.00002221759,0.0003758675,0.000001566785,1.656857e-7,0.0006307357,0.6080251,0.0001168722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001199953,0.9717317,2.442138e-7,0.02529575,0.0006265561,0.0004170852,0.000103111,6.075085e-7,0.0006250393],"genre_scores_gemma":[0.004905776,0.9933888,0.00001353473,0.00103982,0.0001687984,0.000007289749,0.00002288672,0.00000532169,0.0004478142],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6229841,"threshold_uncertainty_score":0.964645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508583382247929,"score_gpt":0.3706378032387499,"score_spread":0.3455519694162706,"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."}}