{"id":"W2041527421","doi":"10.3899/jrheum.090366","title":"Measuring Worker Productivity: Frameworks and Measures","year":2009,"lang":"en","type":"review","venue":"The Journal of Rheumatology","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto; St. Michael's Hospital","funders":"Canadian Arthritis Network; National Health and Medical Research Council; Medical Research Council; Arthritis Society","keywords":"Presenteeism; Productivity; Absenteeism; Medicine; Work (physics); Set (abstract data type); Intervention (counseling); Sick leave; Applied psychology; Physical therapy; Psychology; Economics; Computer science; Social psychology; Nursing; Economic growth; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.02014407,0.002572255,0.004461322,0.01502666,0.0007781212,0.004701392,0.003377625,0.002653346,0.001716094],"category_scores_gemma":[0.02354627,0.001098809,0.002076349,0.01858834,0.00419096,0.006159819,0.003263724,0.002907696,0.0009057511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007777169,"about_ca_system_score_gemma":0.01055446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008925419,"about_ca_topic_score_gemma":0.008023201,"domain_scores_codex":[0.9845865,0.006459699,0.002595926,0.0009501678,0.005050658,0.0003570473],"domain_scores_gemma":[0.9833798,0.01003885,0.00339276,0.0005096598,0.002344021,0.0003349011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004416559,0.0001405057,0.002133101,0.06674762,0.0003764027,0.0000727146,0.0008165953,0.0008594909,0.0002232742,0.03799586,0.01685328,0.873737],"study_design_scores_gemma":[0.0000606617,0.0002934901,0.02284633,0.1837764,0.0009122424,0.00122815,0.002597745,0.0009851659,0.000579111,0.06441783,0.7221138,0.0001890765],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002335841,0.9939365,0.002567546,0.001484916,0.0001554317,0.0001119853,0.0001150663,0.00001910333,0.001375897],"genre_scores_gemma":[0.005613831,0.9842355,0.008155098,0.0006450708,0.0002191779,0.0005454035,0.0001750748,0.000007487785,0.0004033445],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02014407,"threshold_uncertainty_score":0.1065332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08689518212759119,"score_gpt":0.4019311921799546,"score_spread":0.3150360100523634,"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."}}