{"id":"W4408066071","doi":"10.1177/20543581251318836","title":"Impact of Baseline Kidney Function on the Rate of Progressive Kidney Disease After Pregnancy: A Population-Based Cohort Study Research Protocol","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Western University; Alberta Health Services; London Health Sciences Centre; University of Alberta Hospital; Health Sciences Centre; Alberta Hospital Edmonton; University of Alberta","funders":"Alberta Innovates; University of Alberta; Schulich School of Medicine and Dentistry; Academic Medical Organization of Southwestern Ontario; Canadian Institutes of Health Research; Lawson Health Research Institute; Alberta Health Services","keywords":"Medicine; Pregnancy; Renal function; Cohort; Kidney disease; Population; Cohort study; Obstetrics; Dialysis; Gestation; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04001627,0.003404521,0.003130013,0.003417911,0.004663358,0.003010557,0.004920962,0.003659859,0.01714186],"category_scores_gemma":[0.03409794,0.003297762,0.004099069,0.004129485,0.001835874,0.002715919,0.00203508,0.004174332,0.005141457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007118577,"about_ca_system_score_gemma":0.03380175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02282873,"about_ca_topic_score_gemma":0.03455725,"domain_scores_codex":[0.9815972,0.009070729,0.003880191,0.0022536,0.001806398,0.001391808],"domain_scores_gemma":[0.9809508,0.002904534,0.00297129,0.002850393,0.008185089,0.002137868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2291407,0.02644504,0.2968676,0.05207834,0.01001681,0.003850943,0.0096895,0.01157845,0.006932606,0.02301841,0.1967511,0.1336305],"study_design_scores_gemma":[0.1689319,0.04802726,0.5277656,0.01760684,0.006879612,0.001326427,0.003934037,0.01508891,0.003672918,0.01046301,0.195335,0.0009685579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.008319371,0.0003017222,0.004447545,0.0002948384,0.00017194,0.9734173,0.01126475,0.00009234983,0.001690064],"genre_scores_gemma":[0.007662334,0.0002124863,0.004881502,0.0002302154,0.00004100014,0.9835613,0.002886413,0.000009546952,0.0005152749],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04001627,"threshold_uncertainty_score":0.2116289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03144954405577651,"score_gpt":0.3984189164050355,"score_spread":0.366969372349259,"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."}}