{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004978156,0.00007932137,0.0002786605,0.00006514827,0.01048352,0.0000173024,0.0005646752,0.00004870076,0.0000125303],"category_scores_gemma":[0.0008795265,0.00003857298,0.00003576421,0.0002344429,0.002840725,0.0001290206,0.0001238586,0.0002401239,0.000001030106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177559,"about_ca_system_score_gemma":0.0002849646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01780438,"about_ca_topic_score_gemma":0.005392068,"domain_scores_codex":[0.9984393,0.0002213627,0.0003341731,0.0001228423,0.0004469414,0.0004353921],"domain_scores_gemma":[0.9991553,0.00013269,0.0003982808,0.0001568062,0.0001362026,0.00002066801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006697533,0.00003307739,0.04417947,0.0002289167,0.000009318146,3.933541e-7,0.8755464,4.351332e-8,0.0009836596,0.04273916,0.0187516,0.01746099],"study_design_scores_gemma":[0.0007799544,0.0002335749,0.8242561,0.000145393,0.00001246686,1.769278e-7,0.1370411,0.000003593616,0.00000938417,0.01123275,0.02621973,0.00006577896],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5150988,0.00005931194,0.00005612981,0.4714202,0.0006808463,0.001604182,0.0000084677,0.00001705932,0.01105503],"genre_scores_gemma":[0.9937783,0.00002008961,0.000001517482,0.003647898,0.001692555,0.0002571894,0.000001962914,0.000004405184,0.0005961022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7800766,"threshold_uncertainty_score":0.999873,"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."}}