{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002515579,0.000171889,0.0004845814,0.0001104503,0.0007394063,0.0000216025,0.000211888,0.0003331295,0.002227389],"category_scores_gemma":[0.001004152,0.0001255307,0.0001184814,0.000121891,0.00059096,0.0001457726,0.0003770374,0.001364465,0.00007901066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007744029,"about_ca_system_score_gemma":0.001098139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006458654,"about_ca_topic_score_gemma":0.00004455532,"domain_scores_codex":[0.9974558,0.0002114745,0.0007007608,0.0002718749,0.0008928094,0.0004672616],"domain_scores_gemma":[0.9975397,0.0001598309,0.000214669,0.0001274393,0.000160615,0.001797757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005407006,0.0003594019,0.92593,0.0001284102,0.0002051628,0.00286604,0.002088871,1.271186e-8,0.00005398492,0.0127046,0.008883625,0.04623914],"study_design_scores_gemma":[0.002003618,0.0007579015,0.9751144,0.0003917612,0.0001217613,0.00437903,0.0005155597,0.00007401797,0.0001305963,0.01385723,0.002473827,0.0001802657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847931,0.001314444,0.0002389245,0.004877445,0.0008779558,0.0001788639,0.000001960839,0.00005228873,0.00766508],"genre_scores_gemma":[0.9141402,0.07639153,0.002041511,0.006718657,0.000625284,0.000001539612,0.000001656925,0.00001220453,0.00006746847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07507709,"threshold_uncertainty_score":0.9986847,"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."}}