{"id":"W2157202055","doi":"10.5041/rmmj.10061","title":"Inborn Nephron Diversity and Its Clinical Consequences","year":2011,"lang":"en","type":"article","venue":"Rambam Maimonides Medical Journal","topic":"Birth, Development, and Health","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nephron; Medicine; Kidney disease; Proteinuria; Diabetes mellitus; Low birth weight; Short stature; Kidney; Internal medicine; Endocrinology; Physiology; Pregnancy; Biology","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":[0.0006806867,0.0002969514,0.000602138,0.0009934286,0.0005472297,0.0009659762,0.000493087,0.0008601287,0.002720251],"category_scores_gemma":[0.003304946,0.0001988122,0.0002615511,0.0009140679,0.001067097,0.0006811257,0.001007161,0.001412782,0.0002852078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003943962,"about_ca_system_score_gemma":0.0002792131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007910599,"about_ca_topic_score_gemma":0.000531473,"domain_scores_codex":[0.9994518,0.0001432688,0.00004550652,0.0001852069,0.0001107292,0.00006350545],"domain_scores_gemma":[0.9983151,0.000530153,0.000634978,0.0001425489,0.0001072685,0.0002699605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001843936,0.0001936573,0.8564138,0.0006728203,0.0004880699,0.01197784,0.0006236466,0.0006422215,0.008278211,0.01271691,0.003487606,0.1026612],"study_design_scores_gemma":[0.00002834113,0.000435474,0.9114667,0.0004067571,0.000224445,0.04603169,0.0005280821,0.0007569887,0.001348801,0.02974054,0.008972641,0.00005959976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8376455,0.1397291,0.003708195,0.005980131,0.0003100163,0.00003078764,0.00105686,0.0001759643,0.01136329],"genre_scores_gemma":[0.983712,0.01372641,0.0008705576,0.0003151347,0.0003651564,0.00001044923,0.0002454166,0.00001492677,0.0007399842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002720251,"threshold_uncertainty_score":0.00910008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1247976432634695,"score_gpt":0.3603677818020226,"score_spread":0.2355701385385531,"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."}}