{"id":"W4309214530","doi":"10.3389/fpsyg.2022.1029434","title":"The health-performance framework of presenteeism: A proof-of-concept study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Presenteeism; Psychology; Absenteeism; Dysfunctional family; Stressor; Mental health; Sample (material); Clinical psychology; Gerontology; Social psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002894611,0.0001372918,0.0005138901,0.0002065543,0.001130656,0.000001542269,0.0006045498,0.0001344065,0.0001550718],"category_scores_gemma":[0.0001714301,0.0001122281,0.00005050487,0.0007506054,0.0001867078,0.00004195327,0.0002261065,0.001797408,0.000003590738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001438813,"about_ca_system_score_gemma":0.0004103476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001524358,"about_ca_topic_score_gemma":0.00003752402,"domain_scores_codex":[0.9948207,0.002533447,0.001178118,0.0003461062,0.000312777,0.000808903],"domain_scores_gemma":[0.9978895,0.0005747901,0.0006738976,0.0007040997,0.00005636622,0.0001013811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009371223,0.000474755,0.7257134,0.0001553724,0.00003316042,0.000002977881,0.02149289,0.00009742611,4.826798e-7,0.000437638,0.1595639,0.0910909],"study_design_scores_gemma":[0.008945889,0.00956568,0.275618,0.0006119128,0.00003570841,0.000009944455,0.145452,0.001504168,0.00003415909,0.04591572,0.5117575,0.0005493305],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8783834,0.01749866,0.02068434,0.03000158,0.03211328,0.009884775,0.00004095619,0.00009019236,0.01130283],"genre_scores_gemma":[0.9917303,0.000261269,0.002934811,0.003261339,0.0001525935,0.001039572,0.00000581156,0.00002985473,0.0005844454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4500954,"threshold_uncertainty_score":0.8696207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997861114692826,"score_gpt":0.4163566024732017,"score_spread":0.3863779913262734,"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."}}