{"id":"W2894460945","doi":"10.1016/j.jclinepi.2018.09.005","title":"Two valid and reliable work role functioning questionnaire short versions were developed: WRFQ 5 and WRFQ 10","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Work (physics); Psychology; Applied psychology; Medicine; Gerontology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0288721,0.0002097182,0.001655665,0.0001434306,0.001252943,0.000008071634,0.0001740172,0.0007238733,0.0005914855],"category_scores_gemma":[0.03967508,0.0001597192,0.0001745451,0.0002179452,0.0004514981,0.0002066307,0.0001987404,0.002544309,0.0001895957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008050727,"about_ca_system_score_gemma":0.0008509022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001038535,"about_ca_topic_score_gemma":0.00009558055,"domain_scores_codex":[0.9893572,0.005106976,0.0041941,0.0003855584,0.0001705377,0.0007856143],"domain_scores_gemma":[0.9727834,0.02354421,0.00181572,0.0002720908,0.0006104957,0.0009741074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008582903,0.00004277975,0.9302483,0.00006535112,0.00005024674,0.00000992995,0.0001816404,0.00002321945,0.000002114504,0.002814368,0.0574403,0.008263484],"study_design_scores_gemma":[0.001822548,0.001171446,0.7564382,0.001695342,0.0001111039,0.00005434515,0.0008165642,0.0003137251,0.00000105682,0.02277957,0.2145864,0.0002096914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513117,0.002819947,0.00382102,0.0263995,0.006320659,0.0003374191,0.000002508489,0.00005292088,0.008934347],"genre_scores_gemma":[0.9560444,0.006150456,0.01638987,0.01319192,0.006036724,0.00001180914,0.000004626945,0.00003551864,0.002134636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1738101,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2135147760743627,"score_gpt":0.5454073974760489,"score_spread":0.3318926214016862,"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."}}