{"id":"W3188748814","doi":"10.1016/j.pmedr.2021.101502","title":"Labor unions and health: A literature review of pathways and outcomes in the workplace","year":2021,"lang":"en","type":"review","venue":"Preventive Medicine Reports","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overtime; Inequality; Social determinants of health; Economic inequality; Occupational safety and health; Health care; Demographic economics; Public economics; Political science; Labour economics; Economics; Economic growth; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005200991,0.0003892933,0.00345294,0.0001678411,0.0002699915,0.000004321698,0.0001061831,0.000182184,0.00005337493],"category_scores_gemma":[0.001583356,0.0001924458,0.0001753652,0.0007775909,0.0001521993,0.00004588394,0.0002631225,0.001036318,5.561212e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006891972,"about_ca_system_score_gemma":0.0004925072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001052684,"about_ca_topic_score_gemma":0.000127644,"domain_scores_codex":[0.994274,0.002537147,0.002014763,0.0004730675,0.0003627806,0.0003382415],"domain_scores_gemma":[0.9959264,0.001426357,0.001798196,0.000528891,0.0002279843,0.00009220428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001254549,0.00008358672,0.02759868,0.560994,0.0003036789,0.0006366025,0.008984557,9.885551e-10,1.622438e-8,0.001271912,0.03457578,0.36555],"study_design_scores_gemma":[0.00009745682,0.00004218959,0.004336867,0.4669107,0.0003040521,0.0001005891,0.0005782876,6.388529e-9,2.161324e-9,0.0001401694,0.5274085,0.00008112799],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001256479,0.9770623,0.000002974007,0.01806507,0.0004084258,0.003412427,0.00004500273,0.00001564272,0.000975631],"genre_scores_gemma":[0.00001146563,0.9951465,0.00002330333,0.00192901,0.0001646425,0.0006258054,0.0002324626,0.00002624465,0.001840596],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4928328,"threshold_uncertainty_score":0.7847712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191015422886334,"score_gpt":0.4946861086919901,"score_spread":0.3755845664033567,"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."}}