{"id":"W2171164851","doi":"10.1136/jech.2010.121095","title":"Damned if you do, damned if you don't: subgroup analysis and equity","year":2011,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Medicine; Subgroup analysis; Equity (law); Law; Internal medicine; Meta-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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2814647,0.001135324,0.00450549,0.004198213,0.001446747,0.00386889,0.002488868,0.005387863,0.002170055],"category_scores_gemma":[0.4873081,0.000776556,0.00651489,0.005848408,0.004834814,0.007331126,0.003701769,0.005114134,0.0002008915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002848154,"about_ca_system_score_gemma":0.00562631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005510685,"about_ca_topic_score_gemma":0.007657699,"domain_scores_codex":[0.6532018,0.3049161,0.01674434,0.006471944,0.01718071,0.0014851],"domain_scores_gemma":[0.6795694,0.2706184,0.01527059,0.02488322,0.008634038,0.001024278],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005006103,0.0001627158,0.0352511,0.02474311,0.02938498,0.0006338842,0.01073408,0.002429842,0.0006934679,0.2344361,0.07333921,0.5831855],"study_design_scores_gemma":[0.002974332,0.001359639,0.02140996,0.03478101,0.03358989,0.0009134695,0.003827326,0.009467136,0.003575907,0.7792459,0.1083178,0.0005375221],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04665266,0.355294,0.2689976,0.2893507,0.01995629,0.006233662,0.002239946,0.0005075225,0.01076765],"genre_scores_gemma":[0.6798949,0.05449969,0.1562663,0.08535911,0.00783294,0.01201128,0.0008209104,0.0002699442,0.003044967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7185353,"threshold_uncertainty_score":0.886082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.830101306594005,"score_gpt":0.5910074593460091,"score_spread":0.239093847247996,"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."}}