{"id":"W7117258237","doi":"10.1016/j.socscimed.2025.118892","title":"Establishing work productivity loss norms: Absenteeism and presenteeism in a Canadian working population","year":2025,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; Concordia University; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Presenteeism; Absenteeism; Productivity; Population; Scale (ratio); Health care; Recall","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004586193,0.0003988656,0.000756788,0.00243346,0.008667734,0.003529052,0.003877203,0.001215188,0.001301338],"category_scores_gemma":[0.01219766,0.0005364208,0.0008612026,0.004387741,0.002398676,0.001284541,0.002391376,0.002154416,0.0001787678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03965623,"about_ca_system_score_gemma":0.04660344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930495,"about_ca_topic_score_gemma":0.9959291,"domain_scores_codex":[0.9960664,0.0004316427,0.0002313987,0.0003336097,0.001549391,0.001387554],"domain_scores_gemma":[0.990957,0.00085927,0.00111449,0.0001992294,0.005109641,0.001760429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004786371,0.0001825913,0.9700999,0.00002845763,0.00002495664,0.00006177983,0.02301238,0.00006129076,0.0001309614,0.0001138574,0.0006026266,0.005633345],"study_design_scores_gemma":[0.00000371753,0.00003967339,0.9721102,0.00002248623,0.00001167277,0.00001774328,0.02710966,0.0001922826,0.00003206143,0.00003742236,0.0004042721,0.00001883208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985115,0.0001225715,0.00006360206,0.0002210765,0.000009332778,0.00003688419,0.0002079717,0.000001964818,0.0008251451],"genre_scores_gemma":[0.9988148,0.0001306318,0.0001576057,0.00007664519,0.000005176731,0.00003141507,0.0002382106,0.000003735835,0.0005418271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03965623,"threshold_uncertainty_score":0.2877274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803006646284339,"score_gpt":0.3946615075491125,"score_spread":0.3666314410862691,"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."}}