{"id":"W2146607748","doi":"10.1111/1467-9566.12315","title":"Anxious? Depressed? You might be suffering from capitalism: contradictory class locations and the prevalence of depression and anxiety in the <scp>USA</scp>","year":2015,"lang":"en","type":"article","venue":"Sociology of Health & Illness","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Social class; Anxiety; Socioeconomic status; Depression (economics); Psychology; Construct (python library); Odds; Class (philosophy); Politics; Capitalism; Demography; Demographic economics; Social psychology; Sociology; Psychiatry; Logistic regression; Political science; Medicine; Economics","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":[0.003089332,0.0001801879,0.0006044435,0.00005638782,0.0009599398,0.000003151151,0.0002789558,0.000253272,0.000008041638],"category_scores_gemma":[0.0005763968,0.0001055278,0.0000452976,0.00008707787,0.002103037,0.00009264205,0.0001903133,0.0005647349,0.0000013213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005685644,"about_ca_system_score_gemma":0.0002732189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00540464,"about_ca_topic_score_gemma":0.001330783,"domain_scores_codex":[0.9955038,0.002779646,0.0007375494,0.0003217375,0.0002098498,0.0004473612],"domain_scores_gemma":[0.9952334,0.003621105,0.0005429921,0.0003599103,0.0001522546,0.0000904097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003389786,0.000041413,0.7740701,0.0004808429,0.00003808743,4.631405e-7,0.2182433,0.000003290862,0.00002316071,0.003071106,0.003453673,0.0005405961],"study_design_scores_gemma":[0.002804817,0.00008015051,0.8934979,0.0002384279,0.00005705551,0.000001600136,0.09059319,0.00005147038,0.00002187535,0.00643358,0.006159794,0.00006008095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9366552,0.04847106,0.00006848,0.01282662,0.0003906882,0.0011105,0.00009171859,0.00001943834,0.0003662455],"genre_scores_gemma":[0.9893592,0.008044116,0.00002444432,0.002064881,0.0000970948,0.0002565104,0.00001982284,0.00001418079,0.0001197424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1276501,"threshold_uncertainty_score":0.8170235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.047917538584414,"score_gpt":0.35659487663614,"score_spread":0.308677338051726,"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."}}