{"id":"W2199262767","doi":"10.1016/j.socscimed.2015.09.002","title":"Income inequality, welfare, class and health: A comment on Pickett and Wilkinson, 2015","year":2015,"lang":"en","type":"letter","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Victoria","funders":"","keywords":"Capitalism; Scholarship; Sociology; Global health; Globalization; Social determinants of health; Consumerism; Financialization; Social theory; Health care; Political economy; Political science; Economic growth; Social science; Economics; Politics","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006143623,0.0004182458,0.001062401,0.000324068,0.003939497,0.00002219569,0.0004174291,0.0005033544,0.0000962018],"category_scores_gemma":[0.0004425712,0.0002940612,0.00003748079,0.0005818327,0.002313127,0.0001353191,0.0005610845,0.002409463,0.00001778806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008762701,"about_ca_system_score_gemma":0.0006709278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005811682,"about_ca_topic_score_gemma":0.0004161795,"domain_scores_codex":[0.9948669,0.0006611901,0.0008127468,0.0007377082,0.001745861,0.001175615],"domain_scores_gemma":[0.9979723,0.0003187332,0.0006104054,0.0003171731,0.0004063283,0.000375026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001370608,0.00001454757,0.0345131,0.0003316159,0.00001710489,0.0000128908,0.01971062,3.827463e-9,6.453325e-7,0.002821211,0.9402469,0.002317677],"study_design_scores_gemma":[0.00124997,0.0005709252,0.03999112,0.0007459628,0.00003284786,9.85003e-7,0.002684365,9.4616e-7,8.573111e-8,0.003603891,0.9508561,0.0002627316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004091591,0.001172568,0.000004539635,0.9813448,0.002391461,0.001062084,0.00005534428,0.00009424191,0.00978342],"genre_scores_gemma":[0.04339643,0.0004394469,0.000005570952,0.945643,0.008783121,0.0001153993,0.00007653737,0.00003569559,0.001504777],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03930484,"threshold_uncertainty_score":0.9999511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1583834367613857,"score_gpt":0.479339944862335,"score_spread":0.3209565081009493,"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."}}