{"id":"W2131118532","doi":"10.1093/ije/dyp239","title":"Commentary: How does 'insurance' improve equity in health?","year":2009,"lang":"en","type":"letter","venue":"International Journal of Epidemiology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Actuarial science; Health insurance; Business; Health equity; Medicine; Environmental health; Economics; Public health; Health care; Political science; Economic growth; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008208696,0.001153171,0.00238467,0.0009613407,0.003362451,0.002548469,0.004430163,0.0523837,0.008255268],"category_scores_gemma":[0.0638466,0.0009009801,0.001633861,0.001477718,0.002960726,0.004123761,0.001344386,0.03754609,0.008222963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004431074,"about_ca_system_score_gemma":0.004993115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008985993,"about_ca_topic_score_gemma":0.007679173,"domain_scores_codex":[0.9940399,0.002352706,0.0009147175,0.0009501575,0.001377458,0.0003651429],"domain_scores_gemma":[0.9605628,0.02922438,0.001744832,0.0007288313,0.006019756,0.00171938],"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":[0.0001000485,0.00001850281,0.0003079097,0.000153065,0.00003081498,0.0005412375,0.0001031671,0.00006268555,0.00008410297,0.001038635,0.991033,0.006526807],"study_design_scores_gemma":[0.0006808448,0.0002592683,0.002942796,0.00176813,0.0002058987,0.003434464,0.0007749482,0.001151539,0.00065455,0.02261384,0.9653291,0.0001846016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001781341,0.0009548577,0.0000581784,0.9809761,0.01726304,0.000008295282,0.00009291334,0.00002017836,0.0004482461],"genre_scores_gemma":[0.002225715,0.0007964022,0.0001669367,0.9605626,0.03480557,0.0000281036,0.00003335825,0.00001632602,0.001364906],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0523837,"threshold_uncertainty_score":0.04341221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.183970357327397,"score_gpt":0.4747975971017463,"score_spread":0.2908272397743493,"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."}}