{"id":"W4403036548","doi":"10.1111/eje.13043","title":"Impact of <scp>COVID</scp>‐19 on Depression, Anxiety and Stress of Dental Students: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"European Journal Of Dental Education","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Griffith University","keywords":"Anxiety; Depression (economics); Mental health; Graduation (instrument); Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Workforce; Clinical psychology; Psychology; Psychiatry; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006531538,0.001422172,0.007057417,0.006911578,0.0007404153,0.0029412,0.001606276,0.002122814,0.00677148],"category_scores_gemma":[0.03223598,0.0009025532,0.005613301,0.00788523,0.0007894156,0.001864422,0.001789308,0.001307361,0.0004091392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004186438,"about_ca_system_score_gemma":0.01367034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049138,"about_ca_topic_score_gemma":0.02898323,"domain_scores_codex":[0.9940633,0.001915956,0.001994049,0.0003804787,0.001414258,0.000231933],"domain_scores_gemma":[0.9814756,0.01299255,0.003441205,0.0002836223,0.001485904,0.000321145],"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":[0.00009985799,0.000008719896,0.0003569064,0.9716702,0.003664113,0.0000533405,0.00009634006,0.00004232869,0.0001065082,0.0001365241,0.001370638,0.02239471],"study_design_scores_gemma":[0.0001546785,0.0001414846,0.003336534,0.9488387,0.02996131,0.0002760278,0.0002119633,0.00006252568,0.0001331592,0.0001979802,0.01666095,0.00002463202],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000856576,0.997305,0.0001017247,0.0002979132,0.0001356776,0.0004517206,0.0004858316,0.0000142055,0.0003512778],"genre_scores_gemma":[0.01209869,0.9854417,0.0005223581,0.0005529922,0.00007832655,0.0008091863,0.0002981096,0.000006903502,0.0001918034],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01049138,"threshold_uncertainty_score":0.0345425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03863599714296574,"score_gpt":0.4336316469566405,"score_spread":0.3949956498136748,"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."}}