{"id":"W4396989308","doi":"10.1681/asn.20223311s1260c","title":"Abnormal Menstruation and Female Reproductive Hormones in Kidney Failure","year":2022,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Menstruation; Hormone; Physiology; Medicine; Kidney; Gonadal Steroid Hormones; Endocrinology; Internal medicine; Gynecology; Biology; Steroid","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003488099,0.0001257947,0.0001436963,0.0005416728,0.0003306255,0.0003025788,0.0001388151,0.0001304624,0.001108989],"category_scores_gemma":[0.0008803269,0.00007732758,0.0001308013,0.0005216368,0.0002679039,0.0001550647,0.0002597453,0.0002042499,0.00006755223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003914775,"about_ca_system_score_gemma":0.0004114182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01305176,"about_ca_topic_score_gemma":0.01983894,"domain_scores_codex":[0.9998835,0.00002848901,0.00001034464,0.00001458271,0.00002995136,0.00003307942],"domain_scores_gemma":[0.9996014,0.00007371799,0.0002043419,0.000007933129,0.00004203711,0.00007051051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007046217,0.00001670643,0.9973264,0.00001350214,0.000008581544,0.00005223216,0.0001245561,0.000013022,0.0001655224,0.00001010236,0.00004645886,0.002152432],"study_design_scores_gemma":[0.000001476844,0.00003714021,0.9995166,0.00000680844,0.000005123405,0.0001326597,0.0001198048,0.00002461881,0.00001837546,0.000009673284,0.0001270094,7.456804e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982153,0.001279003,0.00002393382,0.000048844,0.000004320228,0.000004935803,0.00007892376,9.133418e-7,0.0003439492],"genre_scores_gemma":[0.9994057,0.0003925423,0.0000445424,0.00001760301,0.000008070991,0.000002403559,0.00004884846,3.313107e-7,0.00007986739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01305176,"threshold_uncertainty_score":0.02595156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445880076826918,"score_gpt":0.279979505477998,"score_spread":0.2655207047097289,"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."}}