{"id":"W4385790448","doi":"10.1016/j.xkme.2023.100713","title":"Female Reproductive Health and Contraception Use in CKD: An International Mixed-Methods Study","year":2023,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Kidney Disease Network; Libin Cardiovascular Institute of Alberta; Alberta Health; University of Calgary; University of Alberta","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; Fordham University","keywords":"Medicine; Dialysis; Kidney disease; Kidney transplantation; Family medicine; Transplantation; Internal medicine; Obstetrics; Gynecology","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.003051909,0.0001366177,0.0003914581,0.0004362287,0.00005742201,0.000009040377,0.00008326529,0.0000585936,0.0001371048],"category_scores_gemma":[0.0106588,0.0001069759,0.00001996553,0.0005029663,0.0001436453,0.0003001637,0.00004116895,0.000257427,0.00001689581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082932,"about_ca_system_score_gemma":0.0002849333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004441974,"about_ca_topic_score_gemma":0.00004720813,"domain_scores_codex":[0.9980818,0.000384884,0.0004358692,0.0004825632,0.0003605437,0.0002543269],"domain_scores_gemma":[0.9983404,0.0001853156,0.0001341711,0.0004555165,0.0001010448,0.0007835209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006941941,0.001079004,0.6441165,0.0001713379,0.0001508654,0.0001464715,0.05669213,0.000002740136,0.004400814,0.0003032085,0.03321708,0.2590257],"study_design_scores_gemma":[0.006128317,0.00194343,0.9500147,0.0008767864,0.00004001821,0.00008216071,0.02014777,0.0004154461,0.0001302656,0.0001076596,0.02000568,0.0001078318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620993,0.0004116009,0.0006706649,0.03371501,0.001277221,0.001106775,0.00001422352,0.0001727133,0.0005324928],"genre_scores_gemma":[0.9896128,0.0009336518,0.00163556,0.004965233,0.0007428468,0.00007933095,0.0003441368,0.00002263941,0.001663819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3058981,"threshold_uncertainty_score":0.9976748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0912121502689906,"score_gpt":0.4737315688160179,"score_spread":0.3825194185470273,"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."}}