{"id":"W2802746688","doi":"10.1093/ndtplus/sfq040","title":"Reply","year":2010,"lang":"en","type":"article","venue":"Clinical Kidney Journal","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Grand River Hospital; St. Michael's Hospital; University of Toronto","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009743102,0.000104811,0.0002828869,0.00005811318,0.0001376402,0.00004346899,0.000125237,0.0001805235,0.003663341],"category_scores_gemma":[0.007890875,0.00007467943,0.0003763642,0.00007726428,0.0001817067,0.000112963,0.00002913825,0.001975227,0.0007819501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001043653,"about_ca_system_score_gemma":0.0007367394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.37501e-7,"about_ca_topic_score_gemma":1.608672e-7,"domain_scores_codex":[0.9985308,0.00006379982,0.000760632,0.0001697609,0.0002375523,0.0002374663],"domain_scores_gemma":[0.9972691,0.0001351648,0.0001843337,0.0003149362,0.000189,0.001907459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003226768,0.0004184319,0.251947,0.00001827488,0.0001204591,0.0006853595,0.00002465259,1.191378e-7,0.002267018,0.0005406737,0.7261253,0.01753002],"study_design_scores_gemma":[0.002483326,0.0003159856,0.1540799,0.0001132609,0.0001555976,0.001704364,0.00001815256,0.00003817358,0.0002435971,0.001087638,0.8396482,0.0001118185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368401,0.0001031081,0.00004553748,0.02267793,0.005046219,0.0001237992,0.000006811337,0.00009478124,0.03506171],"genre_scores_gemma":[0.9166442,0.0002838836,0.001966265,0.06556382,0.008649732,0.0000025553,0.00001411467,0.00004282544,0.006832655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1135229,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735965633153201,"score_gpt":0.3675529487806496,"score_spread":0.3401932924491176,"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."}}