{"id":"W2153653423","doi":"10.1136/jech.2007.062158","title":"Measuring the health effects of gender","year":2008,"lang":"en","type":"review","venue":"Journal of Epidemiology & Community Health","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Variable (mathematics); Gender disparity; Demography; Social psychology; Psychology","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02858224,0.0005462051,0.009028945,0.0005469054,0.0008733782,0.000002770948,0.001000765,0.0006085194,0.00001231304],"category_scores_gemma":[0.01429185,0.0003147816,0.00166011,0.0004953976,0.0004388162,0.00004856792,0.0002127939,0.008848051,0.000007882283],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300431,"about_ca_system_score_gemma":0.01023198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003710667,"about_ca_topic_score_gemma":0.0002892647,"domain_scores_codex":[0.9536585,0.03877804,0.00572704,0.0003161619,0.000477591,0.001042727],"domain_scores_gemma":[0.9587861,0.02990482,0.007721745,0.002216481,0.0004942649,0.0008765958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005530551,0.0002924464,0.001306927,0.1199252,0.0007439347,0.00002203898,0.001870763,0.000001933084,2.961181e-8,0.0001816553,0.0152212,0.8603786],"study_design_scores_gemma":[0.0006908367,0.003315749,0.005123613,0.03854533,0.0003302344,0.007443413,0.0004780042,0.000001753152,1.928554e-7,0.0005552431,0.9433508,0.0001648237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001647274,0.9900777,0.0002818702,0.006667563,0.001196968,0.001377225,0.00001381229,0.00001921056,0.0002009509],"genre_scores_gemma":[0.0004570693,0.9846255,0.002099568,0.01195804,0.0007160314,0.0000160936,0.00003791346,0.00006702877,0.00002280157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9281296,"threshold_uncertainty_score":0.9999304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5692586900755136,"score_gpt":0.5251044119698466,"score_spread":0.04415427810566697,"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."}}