{"id":"W4205893401","doi":"10.1177/00221465211066855","title":"Dualized Labor Market and Polarized Health: A Longitudinal Perspective on the Association between Precarious Employment and Mental and Physical Health in Germany","year":2022,"lang":"en","type":"article","venue":"Journal of Health and Social Behavior","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Mental health; German; Socioeconomic status; Demographic economics; Unemployment; Poverty; Polarization (electrochemistry); Association (psychology); Physical health; Psychology; Labour economics; Economics; Environmental health; Medicine; Economic growth; Geography; Population; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001085172,0.0002180983,0.0003174349,0.00157077,0.0005258123,0.001035592,0.0003028891,0.0003286388,0.001502605],"category_scores_gemma":[0.001755846,0.0001753994,0.0005184836,0.001322272,0.0004770494,0.0006755193,0.001326993,0.0005637599,0.0001334645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008424312,"about_ca_system_score_gemma":0.000768174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03415257,"about_ca_topic_score_gemma":0.03393115,"domain_scores_codex":[0.9995024,0.0001006126,0.00002674356,0.0000824236,0.00004378979,0.0002440031],"domain_scores_gemma":[0.9990001,0.0001710358,0.0004088683,0.00007602151,0.00006763563,0.0002763986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009951786,0.00004914849,0.9954807,0.000009437859,0.00008614549,0.0001464736,0.0006377007,0.0002498126,0.0001181131,0.0003934471,0.0001256146,0.002603853],"study_design_scores_gemma":[0.000002956061,0.00004459313,0.9973907,0.0000170095,0.00003068078,0.00006350849,0.001258673,0.0005963497,0.00005465598,0.0002245197,0.0003107717,0.000005589731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991398,0.0002264355,0.00008920138,0.0001134641,0.000004972901,0.000002386558,0.0002541724,0.000001048617,0.0001683664],"genre_scores_gemma":[0.9995899,0.0000737314,0.00003301441,0.0000117646,0.000003930394,0.000002604299,0.0001829045,4.761647e-7,0.0001017989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03415257,"threshold_uncertainty_score":0.06790757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0576230150550323,"score_gpt":0.4320450161048974,"score_spread":0.3744220010498651,"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."}}