{"id":"W1835919563","doi":"10.1002/j.0022-0337.2014.78.2.tb05673.x","title":"A Systematic Review of Stress in Dental Students","year":2014,"lang":"en","type":"review","venue":"Journal of Dental Education","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":389,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cochrane Library; MEDLINE; Scopus; Critical appraisal; Data extraction; Curriculum; Medicine; Meta-analysis; Psychological intervention; Stress (linguistics); Stress management; Clinical psychology; Psychology; Medical education; Family medicine; Dentistry; Alternative medicine; Nursing; Internal medicine; Pathology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00367993,0.0003481987,0.00420231,0.0006405716,0.0001237622,0.00001190944,0.0008345109,0.0004296068,0.0003519412],"category_scores_gemma":[0.001431331,0.0002328322,0.0006716481,0.0004632629,0.00003079046,0.0001714539,0.0001663206,0.001621954,0.0001593576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000987367,"about_ca_system_score_gemma":0.004610504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001281872,"about_ca_topic_score_gemma":0.00009469569,"domain_scores_codex":[0.9891828,0.003450262,0.005637999,0.0002152931,0.001166148,0.000347526],"domain_scores_gemma":[0.9896954,0.0008638928,0.00821023,0.0003872805,0.0005966117,0.0002466132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000061772,0.0005297722,0.002484254,0.9583654,0.0001076341,0.000005658215,0.0002704375,1.556566e-8,1.084461e-7,0.00003037229,0.001514891,0.03668528],"study_design_scores_gemma":[0.0002514175,0.00007579071,0.0001609717,0.9719005,0.0009800221,0.00008001133,0.002579969,2.171711e-7,2.03782e-7,0.00001185359,0.0238013,0.0001577738],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003707312,0.9912785,0.000003339244,0.00007024798,0.004716116,0.003243276,0.00004726542,0.000004834711,0.0002656513],"genre_scores_gemma":[0.0002425241,0.9970948,0.00006721926,0.0004013016,0.000722869,0.0002970906,0.00007233724,0.00004542634,0.001056468],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03652751,"threshold_uncertainty_score":0.9494622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07061844612014923,"score_gpt":0.5494148199907519,"score_spread":0.4787963738706027,"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."}}