{"id":"W4214632075","doi":"10.1097/ede.0000000000001466","title":"Describing Intersectional Health Outcomes","year":2022,"lang":"en","type":"article","venue":"Epidemiology","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Toolbox; Sample (material); Estimation; Sample size determination; Intersectionality; Large sample","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005063488,0.0001092218,0.0004780149,0.000165259,0.004255741,8.03052e-7,0.0001936862,0.00008927896,0.009889148],"category_scores_gemma":[0.002813258,0.0001075812,0.0001030426,0.0001787428,0.00006165617,0.00005532087,0.0003695825,0.001352715,0.0003752909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006691743,"about_ca_system_score_gemma":0.0005597916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002837503,"about_ca_topic_score_gemma":0.0007633706,"domain_scores_codex":[0.9931599,0.004738242,0.0009431308,0.0002920525,0.0001196939,0.0007469745],"domain_scores_gemma":[0.995497,0.003540337,0.0004264164,0.0002444929,0.00004249362,0.0002492873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003084697,0.00004483065,0.6211401,0.00003224581,0.00002112934,0.000001329669,0.003751446,0.000420069,7.590381e-7,0.2013754,0.1723322,0.0008497681],"study_design_scores_gemma":[0.0007967071,0.0003281693,0.3723473,0.00003182318,0.000007055741,0.00001177805,0.01021963,0.001101956,6.893375e-8,0.0287105,0.5862646,0.0001804261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3480284,0.001847491,0.005703976,0.5960283,0.02101206,0.002359806,0.0005179761,0.0007936637,0.02370838],"genre_scores_gemma":[0.8671416,0.0000326156,0.002248178,0.1277095,0.0003136066,0.0004472477,0.000156785,0.00001763638,0.001932845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5191132,"threshold_uncertainty_score":0.9970406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6004984538579918,"score_gpt":0.5562673131313114,"score_spread":0.04423114072668044,"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."}}