{"id":"W4404250948","doi":"10.1177/20543581241293199","title":"Prevalence, Characteristics, and Outcomes of People With A High Body Mass Index Across the Kidney Disease Spectrum: A Population-Based Cohort Study","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Nova Scotia Health Authority; London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"Schulich School of Medicine and Dentistry, Western University; London Health Sciences Centre; Lawson Health Research Institute","keywords":"Medicine; Body mass index; Cohort; Kidney disease; Population; Disease; Cohort study; Demography; Gerontology; 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":[0.0009448243,0.0004737565,0.0005098386,0.001188111,0.001714681,0.001156863,0.0008586837,0.0007519098,0.001163973],"category_scores_gemma":[0.001349826,0.000652177,0.0009163761,0.002693582,0.0006052003,0.0007420803,0.0009916481,0.00118763,0.0003678937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00281726,"about_ca_system_score_gemma":0.003442503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5812506,"about_ca_topic_score_gemma":0.6504122,"domain_scores_codex":[0.9991266,0.0001007074,0.00007841971,0.0002097088,0.0002368414,0.0002476579],"domain_scores_gemma":[0.9986075,0.00006232911,0.0003004438,0.0001485757,0.000433781,0.0004473881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005726422,0.00004230682,0.9988851,0.00000577016,0.00006218658,0.00005785106,0.0001907312,0.00001571739,0.00009880462,0.000009635574,0.0002509269,0.0003237177],"study_design_scores_gemma":[0.0000122001,0.00003911237,0.9991688,0.000006396645,0.00003460154,0.00007638516,0.0003205757,0.00008522145,0.00001392532,0.000008681825,0.000228089,0.000006130212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950728,0.0001077234,0.0001250435,0.00009409772,0.000009272182,0.00008794801,0.004019161,0.000005636174,0.0004784256],"genre_scores_gemma":[0.9959116,0.0001731136,0.0002434826,0.0001285569,0.00001467334,0.00008930051,0.002975621,0.000004768254,0.000458856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5812506,"threshold_uncertainty_score":0.8424309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006014110786426505,"score_gpt":0.2686877329213496,"score_spread":0.2626736221349231,"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."}}