{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005802247,0.0004872253,0.0003192389,0.001102256,0.0005111526,0.0007662208,0.0003517332,0.0003280002,0.001706984],"category_scores_gemma":[0.001269784,0.0001926581,0.0004444651,0.0008278145,0.0002077646,0.0002026076,0.000399204,0.0005225101,0.0004619215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002077527,"about_ca_system_score_gemma":0.0003832717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007005249,"about_ca_topic_score_gemma":0.006602998,"domain_scores_codex":[0.9996709,0.0001224516,0.00002847719,0.0000765669,0.00005423186,0.00004745563],"domain_scores_gemma":[0.9993175,0.000135914,0.0002397126,0.00006261469,0.000117508,0.0001267803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002187214,0.00006203935,0.9929267,0.00003208819,0.00008631977,0.0001442543,0.0001645361,0.0001419034,0.001425052,0.00006364329,0.0002197125,0.004515192],"study_design_scores_gemma":[0.00001051939,0.0001055988,0.9972181,0.00001807418,0.00011908,0.000335521,0.0002638422,0.0009303262,0.0003092469,0.0001433829,0.0005373816,0.000008996556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968868,0.0004619115,0.0008190677,0.0001405317,0.00001773491,0.0000253333,0.0005845504,0.00003131812,0.001032868],"genre_scores_gemma":[0.9980192,0.000197093,0.0009169454,0.00003314603,0.00001909463,0.00001838882,0.0003763648,0.000005620545,0.0004141624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007005249,"threshold_uncertainty_score":0.01392895,"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."}}