{"id":"W4378715790","doi":"10.36834/cmej.75364","title":"Intimidation or harassment among family medicine residents in Saskatchewan: a cross-sectional survey","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Harassment; Intimidation; Stalking; Medicine; Minor (academic); Family medicine; Domestic violence; Suicide prevention; Poison control; Psychiatry; Demography; Psychology; Medical emergency; Nursing; Social psychology; Humanities","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006186524,0.0002282658,0.0001789107,0.0008965745,0.0009678275,0.0005898064,0.0006629337,0.0003317847,0.002164383],"category_scores_gemma":[0.001564159,0.0003551382,0.0001785586,0.00184763,0.0005433101,0.000551646,0.0008658168,0.0005795617,0.0004043614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003902652,"about_ca_system_score_gemma":0.004543432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6160864,"about_ca_topic_score_gemma":0.7977115,"domain_scores_codex":[0.9994876,0.000129037,0.00006981927,0.0000609387,0.0001445799,0.0001080114],"domain_scores_gemma":[0.9979995,0.0002543231,0.0008282772,0.00009730712,0.00040162,0.0004189055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000117877,0.00002791403,0.9963044,0.00003253757,0.00002191138,0.00008057668,0.0009193465,0.00002237066,0.0002273744,0.00001221337,0.0005273594,0.001812196],"study_design_scores_gemma":[0.000001614389,0.00002383192,0.9969776,0.00002919244,0.000005084693,0.00006645907,0.0024393,0.00004779637,0.00003571313,0.000006533895,0.0003632559,0.000003693521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996985,0.0002075053,0.00005291271,0.0002005677,0.000004779502,0.00005013728,0.001321742,0.000004343489,0.001173025],"genre_scores_gemma":[0.9975575,0.0006656429,0.000171197,0.0003166297,0.000005153433,0.00005230174,0.0006374128,0.000002283651,0.0005918007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6160864,"threshold_uncertainty_score":0.7723491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05442809279823467,"score_gpt":0.4000758593300521,"score_spread":0.3456477665318174,"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."}}