{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001054765,0.0001012512,0.0001478733,0.00005429002,0.0002260966,0.00006024002,0.0002371798,0.00005567509,0.00003967651],"category_scores_gemma":[0.00009740063,0.0001001296,0.00002648861,0.0003827556,0.00005817807,0.0001255934,0.00002995794,0.0003403966,0.00001684643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003830986,"about_ca_system_score_gemma":0.0003109857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3533417,"about_ca_topic_score_gemma":0.9626535,"domain_scores_codex":[0.9983493,0.000521821,0.0002560384,0.0002910435,0.0002446956,0.0003370869],"domain_scores_gemma":[0.9995668,0.00007250419,0.0001067306,0.0001344256,0.0000246297,0.00009494354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002063169,0.00001656735,0.9733695,0.000005185088,0.00001499981,0.000002668135,0.003847755,0.000004353469,0.000001212481,0.0007165204,0.02013321,0.001885987],"study_design_scores_gemma":[0.0002870664,0.000009399131,0.9798555,0.0001022509,0.00001256981,4.475488e-8,0.004805745,0.000001687007,3.051169e-7,0.001071871,0.01373822,0.0001153437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8157648,0.000414497,0.00001691069,0.003947088,0.0006497993,0.0001370132,0.000007237573,0.00003884634,0.1790238],"genre_scores_gemma":[0.9953337,0.00005688663,0.0002167266,0.000660792,0.0002765841,0.000003669184,0.000004194263,0.000009004153,0.003438474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6093118,"threshold_uncertainty_score":0.6509644,"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."}}