{"id":"W4414208226","doi":"10.1192/j.eurpsy.2025.1803","title":"Association between Sick Days and Psychological Problems Among Teachers in Canada","year":2025,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Youth Substance Use and School Attendance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Anxiety; Sick leave; Association (psychology); Burnout; Generalized anxiety; Generalized anxiety disorder; Scale (ratio); Depression (economics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005498897,0.0002040268,0.0002746937,0.001868832,0.002945106,0.001256732,0.0009077862,0.0003696924,0.002764501],"category_scores_gemma":[0.002510939,0.0002982475,0.0003251521,0.003375485,0.0007662263,0.0002781948,0.0008418449,0.0007532462,0.0001943195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01942068,"about_ca_system_score_gemma":0.03223745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9922983,"about_ca_topic_score_gemma":0.996245,"domain_scores_codex":[0.9988241,0.00005981167,0.00006596473,0.0001079517,0.0004335314,0.0005086606],"domain_scores_gemma":[0.995811,0.0001906344,0.001012144,0.00006665522,0.001452677,0.001466921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001736824,0.00001446445,0.996137,0.00002392379,0.00001001854,0.00006519194,0.0005510379,0.0000231765,0.00005201175,0.00002000189,0.0006461171,0.002439744],"study_design_scores_gemma":[0.000001023862,0.000006617274,0.9978109,0.000026018,0.000003622607,0.00003471866,0.001609497,0.00003196057,0.00001221196,0.000005180645,0.0004552568,0.00000301652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929859,0.001104773,0.00004389784,0.0006306414,0.0000230857,0.00002920383,0.002588091,0.00000986337,0.002584387],"genre_scores_gemma":[0.997548,0.0007327867,0.0000692031,0.00009768756,0.000008741733,0.00001015561,0.0007349973,0.000002774271,0.0007955147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01942068,"threshold_uncertainty_score":0.1409075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873448510492762,"score_gpt":0.2730715620744043,"score_spread":0.2543370769694767,"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."}}