{"id":"W1995019430","doi":"10.1016/j.socscimed.2012.12.019","title":"A commentary on “A randomized controlled trial to improve health among women receiving welfare in the US: The relationship between employment outcomes and the economic recession”","year":2013,"lang":"en","type":"letter","venue":"Social Science & Medicine","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Public Health Ontario; Institute for Work & Health","funders":"","keywords":"Welfare; Propensity score matching; Mental health; Recession; Government (linguistics); Gerontology; Work (physics); Welfare reform; Environmental health; Psychology; Demographic economics; Public economics; Medicine; Economics; 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":[0.04659707,0.001883985,0.006014196,0.002085345,0.0100321,0.006926403,0.00895517,0.1628235,0.008968028],"category_scores_gemma":[0.1880701,0.003172051,0.007107824,0.003299194,0.008340809,0.006752428,0.003798143,0.09717006,0.006038568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01558828,"about_ca_system_score_gemma":0.03211146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04542538,"about_ca_topic_score_gemma":0.06246271,"domain_scores_codex":[0.9564955,0.02073335,0.006553684,0.004849227,0.007359445,0.004008844],"domain_scores_gemma":[0.807986,0.1576267,0.009479839,0.002449872,0.01291465,0.009542898],"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":[0.0004121047,0.00005172809,0.000424232,0.000311077,0.0001378419,0.0004293261,0.0002718466,0.00009041702,0.0001197315,0.002383133,0.9914056,0.003962953],"study_design_scores_gemma":[0.002734127,0.0003747535,0.003396658,0.004943711,0.001101408,0.0005752989,0.001074125,0.001486607,0.0007289022,0.01518585,0.9680158,0.0003827816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002576022,0.0007800084,0.00008372191,0.9724416,0.02537244,0.00005471173,0.0002228457,0.00002206933,0.000765042],"genre_scores_gemma":[0.0007561006,0.000212352,0.000151108,0.9813941,0.01625261,0.0001114394,0.00002458708,0.00001537673,0.001082396],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1628235,"threshold_uncertainty_score":0.2464318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05013745583697896,"score_gpt":0.4065418125575522,"score_spread":0.3564043567205732,"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."}}