{"id":"W4240284494","doi":"10.1038/sj.labinvest.3700736","title":"Kidney","year":2008,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Kidney; Urology; 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":[0.00007662737,0.0000606306,0.00009495957,0.00004264062,0.00006926002,0.000003919416,0.00002652774,0.00005310708,0.0000413329],"category_scores_gemma":[0.0002873409,0.00004879033,0.00002965233,0.0002254995,0.0001338219,0.00008654351,0.000008413485,0.0000792225,0.0001798522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001892761,"about_ca_system_score_gemma":0.0002210804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003005628,"about_ca_topic_score_gemma":2.964792e-7,"domain_scores_codex":[0.9995388,0.00003171814,0.00009859727,0.0001111697,0.0001346228,0.0000851055],"domain_scores_gemma":[0.9995368,0.000007579899,0.00002976401,0.0001535009,0.0001101767,0.000162253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002956575,0.00004870502,0.5265864,0.00009172696,0.00003868571,0.000269192,0.001020914,0.000007800004,0.4127863,0.001269295,0.05745128,0.0004001615],"study_design_scores_gemma":[0.0009505958,0.0001694922,0.6457433,0.0000788261,0.00004083201,0.0001928582,0.00006484693,0.00006254124,0.2933149,0.0006758558,0.05854779,0.0001581358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962968,0.0001446844,0.00006867675,0.001370796,0.00009352035,0.0001013341,0.000005712246,0.0001307527,0.001787745],"genre_scores_gemma":[0.9887114,0.00006695762,0.003990718,0.006229864,0.0001784071,0.000015816,0.00005742917,0.0000108237,0.0007386476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1194714,"threshold_uncertainty_score":0.2311696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03325705927024485,"score_gpt":0.2466028957742891,"score_spread":0.2133458365040442,"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."}}