{"id":"W4233923303","doi":"10.1093/ndt/22.suppl_6.vi12","title":"Novel markers for CKD and glomerular disease","year":2007,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Dalhousie University","keywords":"Medicine; Kidney disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009213327,0.0005296105,0.0008264533,0.0008725251,0.0002349951,0.0008560711,0.000341103,0.0005655492,0.002402581],"category_scores_gemma":[0.002652076,0.0001826638,0.0004501905,0.0007936758,0.0001463449,0.0003753717,0.0003763845,0.001198467,0.0003518669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003183011,"about_ca_system_score_gemma":0.0002880176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008314997,"about_ca_topic_score_gemma":0.001894319,"domain_scores_codex":[0.9994824,0.0002127423,0.00004106172,0.00006547217,0.0001475656,0.00005058525],"domain_scores_gemma":[0.997821,0.000741631,0.0008353082,0.00006806286,0.0003196493,0.0002144349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002204853,0.0003181608,0.8685633,0.0004224294,0.00114724,0.0003121693,0.00005295423,0.0004923043,0.002690686,0.0004530065,0.01084487,0.1124981],"study_design_scores_gemma":[0.0002440883,0.001240263,0.9724697,0.0002699468,0.0009762538,0.002819523,0.0000708267,0.004614182,0.002499914,0.001061792,0.0136785,0.00005508997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8581897,0.1178396,0.004751669,0.005661262,0.001045498,0.00009732596,0.003400986,0.0001979464,0.008816002],"genre_scores_gemma":[0.9803658,0.008290193,0.005256808,0.0004404625,0.001166366,0.00005338233,0.001362283,0.0000143878,0.003050253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002402581,"threshold_uncertainty_score":0.008037388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172427279189047,"score_gpt":0.2651199878949147,"score_spread":0.2533957151030242,"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."}}