{"id":"W2052548606","doi":"10.2466/pr0.98.2.585-601","title":"Work Organization, Economic Inequality, and Depression among Nursing Assistants: A Multilevel Modeling Approach","year":2006,"lang":"en","type":"article","venue":"Psychological Reports","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute for Occupational Safety and Health","keywords":"Nursing; Multilevel model; Depression (economics); Odds; Psychology; Work (physics); Medicine; Logistic regression","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":[],"consensus_categories":[],"category_scores_codex":[0.0006552587,0.0001866929,0.0003252858,0.00008762421,0.0005644563,0.00003403086,0.00007887679,0.0003626731,0.0001547829],"category_scores_gemma":[0.0003096921,0.0001486366,0.00004608967,0.0002307902,0.0000822946,0.0001204963,0.0000594239,0.0003719812,0.00001565823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000166714,"about_ca_system_score_gemma":0.00003966987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003122714,"about_ca_topic_score_gemma":0.00001012346,"domain_scores_codex":[0.9976743,0.0002228659,0.0008694319,0.0006443325,0.000171948,0.0004170871],"domain_scores_gemma":[0.9988329,0.0001302993,0.0003827045,0.0003821986,0.0001397628,0.0001320828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005009217,0.0002727891,0.9815626,0.00003210194,0.000007951916,0.00004324676,0.0008909317,0.0006744846,0.00006969929,0.0001365085,0.009943486,0.006316122],"study_design_scores_gemma":[0.0004499565,0.0000183526,0.9900858,0.0002156782,0.0000308336,0.00005039771,0.0008930826,0.001800599,0.000007491928,0.006091691,0.0001089062,0.0002471959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456605,0.0002634397,0.04098571,0.0001318664,0.001254329,0.000407611,0.000003187984,0.0002091335,0.0110842],"genre_scores_gemma":[0.9958933,0.00001866071,0.003068999,0.00006978966,0.0004700454,0.00003439885,0.00007614888,0.00003038059,0.0003382928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05023276,"threshold_uncertainty_score":0.6061226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0694388632997893,"score_gpt":0.4049197200055236,"score_spread":0.3354808567057342,"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."}}