{"id":"W2065482210","doi":"10.1093/ndt/gft114","title":"Experimental models of CKD","year":2013,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Kidney disease; Intensive care medicine; Internal medicine","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":[0.00003970868,0.00008331978,0.0002238906,0.0001174664,0.00003221209,0.000002252021,0.00003921531,0.00008990864,0.0004029284],"category_scores_gemma":[0.000001671434,0.00007467302,0.0001038774,0.0001136359,0.00007612398,0.000127197,0.000002223952,0.00006989467,0.00004705052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001053695,"about_ca_system_score_gemma":0.00002884494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000254911,"about_ca_topic_score_gemma":0.00001548835,"domain_scores_codex":[0.9993656,0.0000284353,0.0002008254,0.0001369883,0.0001283606,0.0001397733],"domain_scores_gemma":[0.9997167,0.00003154242,0.00004747815,0.0001007807,0.00005676559,0.00004671714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003979967,0.000159792,0.001258436,0.00003438083,0.0001596318,0.000007856549,0.001184808,0.000135408,0.9941334,0.0008283182,0.000266887,0.001433124],"study_design_scores_gemma":[0.006696847,0.001636256,0.349509,0.00002440571,0.001385565,0.0001673208,0.0003135789,0.01207917,0.6218575,0.005931838,0.000109287,0.000289234],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875721,0.0003099065,0.004315901,0.0003716401,0.00001059729,0.0002185434,0.000003228004,0.00003018578,0.007167947],"genre_scores_gemma":[0.9979544,0.0002239823,0.0005887928,0.000926218,0.00002768294,0.00003298745,0.0001326735,0.000009446041,0.0001038257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3722759,"threshold_uncertainty_score":0.4411783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229320180058491,"score_gpt":0.2513083719072179,"score_spread":0.239015170106633,"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."}}