{"id":"W4392283878","doi":"10.1371/journal.pone.0297447","title":"Illness presenteeism among physicians and trainees: Study protocol of a scoping review","year":2024,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Presenteeism; Qualitative research; Medicine; Data extraction; MEDLINE; Systematic review; Protocol (science); Public health; Inclusion (mineral); Peer review; Medical literature; Grey literature; Alternative medicine; Psychology; Medical education; Nursing; Political science; Pathology; Sociology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.08680889,0.003959951,0.0125163,0.01892077,0.004729426,0.006577513,0.005047543,0.008714362,0.0488605],"category_scores_gemma":[0.08527759,0.005261698,0.01215821,0.01456224,0.005131744,0.007246616,0.005994534,0.005242202,0.008698645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01335359,"about_ca_system_score_gemma":0.07824206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006153759,"about_ca_topic_score_gemma":0.01342113,"domain_scores_codex":[0.9664888,0.01144198,0.01361191,0.002730164,0.00419388,0.001533215],"domain_scores_gemma":[0.9488824,0.01918899,0.008827887,0.004653438,0.01617558,0.002271801],"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":[0.006882478,0.001143857,0.00230903,0.8466219,0.001697095,0.002068819,0.01119009,0.001672981,0.00311747,0.008146298,0.02904587,0.08610415],"study_design_scores_gemma":[0.01701972,0.003647287,0.01135205,0.6226696,0.006616011,0.001544147,0.01028942,0.001293491,0.003320495,0.01214174,0.309556,0.0005501237],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005828578,0.001547725,0.001193397,0.0002260577,0.0001233245,0.9942826,0.001607064,0.00003240649,0.0004045547],"genre_scores_gemma":[0.0004478912,0.001314876,0.002676814,0.0001141399,0.00001687267,0.994903,0.000303653,0.000004437041,0.000218375],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08680889,"threshold_uncertainty_score":0.4590948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653726863004683,"score_gpt":0.4920471887388392,"score_spread":0.3266745024383709,"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."}}