{"id":"W4396989352","doi":"10.1681/asn.20223311s1260a","title":"Menstruation and Contraception in Females With CKD: A Global Mixed-Methods Study","year":2022,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Alberta; University of Calgary","funders":"","keywords":"Menstruation; Medicine; Gynecology; Obstetrics; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.004284262,0.0005968391,0.0006878469,0.001665244,0.001113012,0.001052551,0.000582732,0.0008783855,0.002085144],"category_scores_gemma":[0.003655653,0.000654828,0.001007963,0.001724011,0.0006151693,0.001347617,0.001329385,0.0006133936,0.000415616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004959019,"about_ca_system_score_gemma":0.0004697785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003798909,"about_ca_topic_score_gemma":0.005871506,"domain_scores_codex":[0.9979721,0.001186077,0.0002016441,0.0002228995,0.000205541,0.0002117344],"domain_scores_gemma":[0.9981578,0.000580968,0.0006896512,0.0002244202,0.00018748,0.000159594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003076997,0.0004388782,0.9889138,0.0002544833,0.0002787198,0.0002349943,0.003345254,0.00002636915,0.0001892938,0.0001436516,0.0003550211,0.005511723],"study_design_scores_gemma":[0.0001582244,0.001614402,0.9802711,0.0003267869,0.0003879721,0.00147399,0.01288076,0.000407365,0.0001009301,0.0002346782,0.002106902,0.00003689059],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964218,0.001595111,0.0003748052,0.0001397287,0.00001666633,0.0003135767,0.0005609851,0.000004302311,0.0005731342],"genre_scores_gemma":[0.9963394,0.001076712,0.000765969,0.0004635814,0.00003667376,0.0005661747,0.0005048073,0.000005056311,0.0002415893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004284262,"threshold_uncertainty_score":0.02265763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133654740263432,"score_gpt":0.3687703824040857,"score_spread":0.3474338350014514,"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."}}