{"id":"W4410388162","doi":"10.1097/aog.0000000000005918.061","title":"Polycystic Kidney Disease in Pregnancy and Obstetric Outcomes [ID 1340]","year":2025,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pregnancy; Medicine; Obstetrics; Kidney disease; Polycystic kidney disease; Disease; Gynecology; 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":[0.0004757391,0.0001994045,0.0002933924,0.0006366195,0.0004027416,0.0003933031,0.0003283028,0.0002362216,0.002728215],"category_scores_gemma":[0.001903471,0.0001171017,0.0002852249,0.001814428,0.0001542202,0.0002296464,0.0004646987,0.000512129,0.0002568332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003321987,"about_ca_system_score_gemma":0.0007930449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008170557,"about_ca_topic_score_gemma":0.006949062,"domain_scores_codex":[0.999723,0.00004147173,0.00005362359,0.00006587065,0.00007765419,0.00003826871],"domain_scores_gemma":[0.998901,0.0001324834,0.0006494577,0.00004247746,0.0001096162,0.0001648339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006348594,0.00002045921,0.9947201,0.00007297048,0.00003554039,0.0001513533,0.00001689037,0.00004664462,0.00009600748,0.0000519559,0.0009331264,0.003791496],"study_design_scores_gemma":[0.00000887985,0.00004496612,0.9972491,0.0001040884,0.00003580792,0.001192847,0.000037226,0.000114758,0.00005200946,0.0000689421,0.001088026,0.0000034353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967024,0.006247342,0.0002970223,0.0008958007,0.0001680215,0.00006733142,0.01826202,0.00003203476,0.007006447],"genre_scores_gemma":[0.98415,0.002943939,0.0005822828,0.0002825018,0.0001307902,0.0000766986,0.01090342,0.000007231777,0.0009231016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008170557,"threshold_uncertainty_score":0.01624596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006417508377010085,"score_gpt":0.239939249284532,"score_spread":0.233521740907522,"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."}}