{"id":"W2158067334","doi":"10.5267/j.msl.2012.05.009","title":"Studying the impact of mental health on job performance of managers and staff","year":2012,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Health and Well-being Studies","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Job performance; Applied psychology; Data collection; Job satisfaction; Social psychology; Psychiatry; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001466081,0.00009407012,0.0001436005,0.0002061319,0.0003472252,0.00001144762,0.000260307,0.000008770845,0.00001502572],"category_scores_gemma":[0.000006320406,0.00005997783,0.00003289336,0.0004190192,0.0004744554,0.0001228071,0.0001281123,0.00007109936,0.000007430099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008849701,"about_ca_system_score_gemma":0.000007179919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002848604,"about_ca_topic_score_gemma":0.000001366696,"domain_scores_codex":[0.9987707,0.00005972452,0.0002069839,0.0001799791,0.0002789279,0.000503698],"domain_scores_gemma":[0.999496,0.00003995394,0.0001298308,0.0002686761,0.000006208543,0.00005931046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001070672,0.0002509184,0.862951,0.0002945392,0.000169132,0.000001106522,0.02023999,0.0001954811,0.000283915,0.004668147,0.04485758,0.06598117],"study_design_scores_gemma":[0.0003040006,0.0002862419,0.995128,0.00005929042,0.000007537412,5.334407e-7,0.003442205,0.00005370911,0.00003087283,0.000003780681,0.0006227519,0.00006104173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781176,0.0001376064,0.00003767354,0.006439853,0.0003501561,0.0004114881,0.000002407578,0.00001007519,0.01449308],"genre_scores_gemma":[0.9967015,0.00008755219,0.0000807587,0.00291443,0.00001981836,0.00001182508,3.45976e-7,0.000003454136,0.0001802893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1321771,"threshold_uncertainty_score":0.267061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02850186824096929,"score_gpt":0.3546978795095189,"score_spread":0.3261960112685496,"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."}}