{"id":"W2595710332","doi":"10.1016/j.socscimed.2017.03.029","title":"Health inequities in the age of austerity: The need for social protection policies","year":2017,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":149,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Austerity; Health policy; Public health; Social determinants of health; Equity (law); Political science; Global health; Social policy; Neoliberalism (international relations); Social protection; Public policy; Economics; Economic growth; Development economics; Health care; Political economy; Medicine","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":[0.02177893,0.0006034094,0.001831063,0.002805366,0.01214956,0.01449131,0.002698099,0.02204657,0.02854375],"category_scores_gemma":[0.06513139,0.0005613575,0.001484008,0.001930003,0.02156616,0.02315121,0.01672581,0.02488934,0.001400973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01200495,"about_ca_system_score_gemma":0.06721415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03325284,"about_ca_topic_score_gemma":0.07915794,"domain_scores_codex":[0.9874862,0.005292863,0.0004858019,0.0007506561,0.001724467,0.004259896],"domain_scores_gemma":[0.9219878,0.02609644,0.005672427,0.001421386,0.006510603,0.03831144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003123745,0.001150442,0.0242251,0.001184537,0.0002261661,0.0008650061,0.025215,0.0009365223,0.0004007669,0.4580721,0.3430372,0.1443748],"study_design_scores_gemma":[0.0002038878,0.0003663662,0.04795479,0.006824879,0.0001405916,0.000582148,0.08757823,0.001139661,0.0002357882,0.5684171,0.2862649,0.000291591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007893044,0.003753132,0.0002472107,0.978568,0.001706632,0.0000169718,0.00005188201,0.00001516839,0.007747882],"genre_scores_gemma":[0.5717234,0.02584002,0.00323917,0.3683089,0.02171556,0.0004605785,0.0001979537,0.00009036893,0.008424058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03325284,"threshold_uncertainty_score":0.1151794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2294584543057372,"score_gpt":0.5171290165711688,"score_spread":0.2876705622654316,"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."}}