{"id":"W3139092654","doi":"10.1177/23800844211001827","title":"Healthy and Respectful Workplaces: The Experiences of Dental Hygienists in Canada","year":2021,"lang":"en","type":"article","venue":"JDR Clinical & Translational Research","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Dental Hygienists Association","keywords":"Harassment; Burnout; Medicine; Dental Assistant; Workplace violence; Nursing; Health care; Job dissatisfaction; Family medicine; Psychology; Suicide prevention; Job satisfaction; Poison control; Clinical psychology; Dentistry; Medical emergency; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005360999,0.0000560755,0.0001632006,0.00005344008,0.0004686948,0.00005338444,0.0002800439,0.00007632537,0.0003798816],"category_scores_gemma":[0.001466042,0.00004310995,0.00004713811,0.0008546842,0.0008934707,0.0001058952,0.00004224546,0.0005052988,0.000004392523],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220717,"about_ca_system_score_gemma":0.007308432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4210394,"about_ca_topic_score_gemma":0.9729599,"domain_scores_codex":[0.9961721,0.001327384,0.000468407,0.0002704464,0.001379511,0.0003821523],"domain_scores_gemma":[0.9929594,0.006520255,0.00004782801,0.000129267,0.0001982516,0.000145024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002428014,0.00009804978,0.9461999,0.00001582872,0.00001020123,0.00003896499,0.02669167,0.0000195089,0.00001549069,0.008086921,0.0006605663,0.01792008],"study_design_scores_gemma":[0.0009975146,0.0001206799,0.4464186,0.000265663,0.000005142589,0.000003446805,0.5148463,0.0002646747,0.00009033237,0.00571563,0.03108486,0.0001872102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791307,0.001404131,0.000006981175,0.0148226,0.0001846077,0.0001724711,0.000003741851,0.00000369892,0.004271052],"genre_scores_gemma":[0.9981456,0.001006547,0.000141923,0.0002085859,0.0001598274,0.00002414196,0.000002434605,0.00000384632,0.000307082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5519205,"threshold_uncertainty_score":0.9983192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1915668722356161,"score_gpt":0.5086659954011586,"score_spread":0.3170991231655426,"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."}}