{"id":"W4406690971","doi":"10.34067/kid.0000000715","title":"Erratum: Onconephrology Fellowship Training: Current Status and Future Outlook","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Training (meteorology); Medical education; Psychology; Engineering; Medicine; Geography; Electrical engineering; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000138099,0.0001613666,0.0003684597,0.0001200712,0.0001149876,0.000007688476,0.00006814913,0.0002208258,0.0001812826],"category_scores_gemma":[0.00009073319,0.0001299049,0.00005960324,0.0001637286,0.0003172714,0.00005173443,0.00002590164,0.0004867284,0.0000135787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008785837,"about_ca_system_score_gemma":0.0005121472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002408495,"about_ca_topic_score_gemma":0.000007399218,"domain_scores_codex":[0.9989936,0.00005948288,0.0002005472,0.0003018288,0.00008696151,0.0003576003],"domain_scores_gemma":[0.9993321,0.0001106377,0.00005314523,0.0002333231,0.0000422973,0.0002285068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009443351,0.0003334677,0.05477717,0.0002261052,0.0003358849,0.00009476991,0.004537131,0.000001456069,0.0009701191,0.02793622,0.2638068,0.6460366],"study_design_scores_gemma":[0.00255609,0.0002850164,0.0220212,0.00005048109,0.00008629854,0.00004962368,0.0004767237,0.00003329977,0.000053295,0.005241405,0.9690353,0.0001113091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3618133,0.1677438,0.004324263,0.1298905,0.02829296,0.001965551,0.0000600083,0.0006590706,0.3052506],"genre_scores_gemma":[0.745029,0.06369997,0.01709018,0.101199,0.01260615,0.0002144873,0.0002178851,0.0001282841,0.05981495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7052285,"threshold_uncertainty_score":0.5297369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978748514504448,"score_gpt":0.3699585922908171,"score_spread":0.3501711071457726,"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."}}