{"id":"W2904787020","doi":"10.22038/apjmt.2018.11999","title":"Implementing New Regulation Promotes Health but May Increase Inequality","year":2018,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Inequality; Mathematical analysis","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":[0.02420907,0.0003837894,0.0006008733,0.001292356,0.002872603,0.008687736,0.001769335,0.007695141,0.01912053],"category_scores_gemma":[0.07114702,0.0003880411,0.001361272,0.001132857,0.006604688,0.003874658,0.00345756,0.007010391,0.001318782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003834778,"about_ca_system_score_gemma":0.01479924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01437178,"about_ca_topic_score_gemma":0.02673656,"domain_scores_codex":[0.9725139,0.01133909,0.00156828,0.002454966,0.00712658,0.004997147],"domain_scores_gemma":[0.8966748,0.05357837,0.01792653,0.01165851,0.01193348,0.008228243],"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":[0.0003179506,0.002224589,0.1043306,0.0006726224,0.0003390044,0.0005881893,0.004261799,0.001474123,0.004102391,0.6914869,0.08417045,0.1060315],"study_design_scores_gemma":[0.0004948603,0.0008232301,0.2089639,0.002780295,0.0005533149,0.0004285114,0.006351336,0.0024991,0.005582352,0.3697239,0.4015625,0.0002367201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1191707,0.003209418,0.02091722,0.5501152,0.01013717,0.0004168894,0.0008870207,0.0003882388,0.2947582],"genre_scores_gemma":[0.733241,0.001841511,0.01039872,0.2140452,0.005867113,0.0006103872,0.0004095508,0.0001230661,0.03346355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02420907,"threshold_uncertainty_score":0.1280313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3485870331731869,"score_gpt":0.5789434560788479,"score_spread":0.230356422905661,"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."}}