{"id":"W3172970544","doi":"10.1093/ndt/gfab109.004","title":"MO1037WOMEN REPRESENTATION IN CLINICAL PRACTICE GUIDELINES AMONG MAJOR NEPHROLOGY GUIDELINES","year":2021,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Workgroup; Kidney disease; Guideline; Nephrology; Family medicine; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003931661,0.0001079184,0.0002142758,0.002087724,0.0007642155,0.001315601,0.0003750505,0.0004826719,0.0123896],"category_scores_gemma":[0.03748279,0.0001799223,0.0002955353,0.002526376,0.0003155735,0.001074342,0.00137241,0.0007225176,0.0009024063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009757371,"about_ca_system_score_gemma":0.002693182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011544,"about_ca_topic_score_gemma":0.01836875,"domain_scores_codex":[0.9906561,0.003422257,0.00146462,0.001030365,0.002524589,0.0009020373],"domain_scores_gemma":[0.9663972,0.00839264,0.01522071,0.001000035,0.004535167,0.004454162],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001070531,0.00007374634,0.9079369,0.0003106645,0.00009497372,0.0001322795,0.002815111,0.00005980334,0.0002668572,0.0009517387,0.02510405,0.06214686],"study_design_scores_gemma":[0.00006731055,0.00009482818,0.9341031,0.0008520845,0.00008418707,0.0004745637,0.00586082,0.0003975224,0.0002336871,0.0007767939,0.05703022,0.00002507107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200316,0.005299864,0.001342535,0.02174736,0.0003966548,0.0002930394,0.009537158,0.00007013944,0.04128161],"genre_scores_gemma":[0.989207,0.001606586,0.00131893,0.002457662,0.0002583885,0.0001912322,0.0019691,0.00002888819,0.002962272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9960684,"threshold_uncertainty_score":0.04144734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1829036116691383,"score_gpt":0.4981204980829884,"score_spread":0.31521688641385,"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."}}