{"id":"W4411977700","doi":"10.1186/s12916-025-04202-y","title":"Sex and gender considerations in randomized controlled trials in critical care nephrology: a meta-epidemiologic study","year":2025,"lang":"en","type":"review","venue":"BMC Medicine","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"University of Alberta; King Chulalongkorn Memorial Hospital","keywords":"Medicine; Randomized controlled trial; Nephrology; Meta-analysis; Internal medicine; MEDLINE; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch","metaepi_broad","metaepi_narrow"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaepi_broad","metaepi_narrow"],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2763816,0.002928731,0.01525996,0.008906798,0.001217552,0.007023036,0.003387065,0.004776938,0.003941929],"category_scores_gemma":[0.4251703,0.001889482,0.05346739,0.01065213,0.002607499,0.006120001,0.003007488,0.003664708,0.0003567228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003055496,"about_ca_system_score_gemma":0.003591285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001745327,"about_ca_topic_score_gemma":0.002422468,"domain_scores_codex":[0.5538269,0.3408216,0.07183878,0.0154898,0.01603524,0.001987838],"domain_scores_gemma":[0.30286,0.61201,0.0573642,0.01867099,0.008064168,0.001030571],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005677586,0.00006342297,0.05028143,0.1332135,0.7818112,0.0002775538,0.0003758837,0.001075481,0.0002260024,0.002043163,0.001224676,0.02373013],"study_design_scores_gemma":[0.003202643,0.001158381,0.02633174,0.05645216,0.8932977,0.0004808326,0.0003116492,0.00214893,0.0005023124,0.008970038,0.007016549,0.0001271027],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01361573,0.9640459,0.01525007,0.002394666,0.001404749,0.001319823,0.0008733986,0.0001003554,0.0009953871],"genre_scores_gemma":[0.738074,0.1946546,0.04325568,0.009130982,0.002713079,0.009810301,0.001352321,0.0002406105,0.0007684157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9970713,"threshold_uncertainty_score":0.8923503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6544556132467321,"score_gpt":0.5824175902738793,"score_spread":0.07203802297285278,"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."}}