{"id":"W2140424180","doi":"10.1111/nep.12635","title":"Prediction of susceptible biomarkers for end stage renal disease among North Indians","year":2015,"lang":"en","type":"article","venue":"Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Indian Council of Medical Research","keywords":"Medicine; Single-nucleotide polymorphism; Genome-wide association study; End stage renal disease; Linkage disequilibrium; International HapMap Project; Genetic association; Internal medicine; Disease; Genotype; Gene; Genetics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001255939,0.0001055293,0.0002221632,0.0001287204,0.00002959977,0.000003867338,0.00005833211,0.00008612812,0.0002273576],"category_scores_gemma":[0.0002094235,0.00009553284,0.0001032377,0.0001237769,0.0002163921,0.00007092611,0.00002563176,0.00006524957,0.000008398811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006424141,"about_ca_system_score_gemma":0.0006281556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007748219,"about_ca_topic_score_gemma":0.0001482036,"domain_scores_codex":[0.9991301,0.00003130861,0.0002118283,0.00021054,0.000150028,0.000266185],"domain_scores_gemma":[0.9989368,0.00005981699,0.000085616,0.0002439041,0.0001098005,0.0005640513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001716148,0.0002374186,0.933777,0.0001746472,0.000206367,0.00002632784,0.0001548663,0.00002874614,0.003039825,0.0001240493,0.05975601,0.0007586256],"study_design_scores_gemma":[0.006628063,0.001671092,0.9391032,0.00003197319,0.0004767515,0.000003053737,0.0001469425,0.00164076,0.0009672444,0.0003012852,0.04891875,0.0001108865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966729,0.0003151619,0.0001819492,0.0003597352,0.0001428572,0.0005089412,0.0009288375,0.00005329909,0.0008363631],"genre_scores_gemma":[0.9975285,0.00001212344,0.0001671072,0.0007578827,0.0002374501,0.00006848244,0.0008234997,0.00001745483,0.0003874917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01083726,"threshold_uncertainty_score":0.3895716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03203902595949268,"score_gpt":0.2621562849700531,"score_spread":0.2301172590105604,"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."}}