{"id":"W2011268042","doi":"10.1155/2013/978656","title":"Employment Precariousness and Poor Mental Health: Evidence from Spain on a New Social Determinant of Health","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":189,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Instituto de Salud Carlos III; European Commission; Universitat Pompeu Fabra","keywords":"Mental health; Unemployment; Psychosocial; Socioeconomic status; Demography; Respondent; Medicine; Population; Epidemiology; Psychology; Gerontology; Environmental health; Psychiatry; Economics; Political science; Sociology","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":[0.002076604,0.0002489744,0.0008834597,0.0001477129,0.001160644,0.00002413171,0.0001545616,0.00009490738,0.0004115561],"category_scores_gemma":[0.00005147012,0.0001870479,0.00009218037,0.00007174909,0.000160768,0.0003857423,0.0002041576,0.0005040903,0.00001560256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006789638,"about_ca_system_score_gemma":0.0008446727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01173228,"about_ca_topic_score_gemma":0.0006022124,"domain_scores_codex":[0.9956881,0.001168786,0.001575166,0.0002769026,0.0005550093,0.0007359717],"domain_scores_gemma":[0.9969476,0.0003466605,0.001789946,0.0001306081,0.00002285113,0.0007623104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001369167,0.0005159695,0.3527209,0.0003618356,0.0001375727,0.000002191473,0.0529766,2.007524e-7,0.0002826232,0.00009516699,0.04809558,0.5446745],"study_design_scores_gemma":[0.001848158,0.002815364,0.9531338,0.000939229,0.000008906581,0.00001002716,0.01169522,0.00000894116,0.000006385192,0.000278234,0.02908291,0.0001728446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7746879,0.009114887,0.00005863621,0.2148122,0.0003575277,0.000849075,0.00008348811,0.000009244922,0.00002704939],"genre_scores_gemma":[0.9767985,0.01256873,0.0003426525,0.009453897,0.0003927457,0.00001967948,0.00001498898,0.00002570833,0.000383096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6004128,"threshold_uncertainty_score":0.9948487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09236235375289839,"score_gpt":0.3756818071506973,"score_spread":0.283319453397799,"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."}}