{"id":"W4200233974","doi":"10.1016/j.ekir.2021.11.030","title":"Six Years of KI Reports: Milestones Behind and Ahead","year":2021,"lang":"en","type":"letter","venue":"Kidney International Reports","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Developmental Milestone; Pediatrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0746609,0.002139196,0.00239656,0.007444718,0.005500461,0.02113385,0.004890912,0.01760499,0.03976885],"category_scores_gemma":[0.1804473,0.001441493,0.002544287,0.004295737,0.008372005,0.03904695,0.01096255,0.03091333,0.02839868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008320329,"about_ca_system_score_gemma":0.03121673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003631496,"about_ca_topic_score_gemma":0.005793706,"domain_scores_codex":[0.9591555,0.01118017,0.007426297,0.003415971,0.01427783,0.004544326],"domain_scores_gemma":[0.6804658,0.09740319,0.02019427,0.01653709,0.1058064,0.07959329],"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":[0.0002050851,0.0001573666,0.001081638,0.00170753,0.00004566197,0.0006208684,0.0007148146,0.000137756,0.0003609789,0.02060266,0.7777891,0.1965766],"study_design_scores_gemma":[0.00003018564,0.0001155536,0.001043832,0.003488247,0.00002682972,0.0009997255,0.001862232,0.0001082767,0.0001978434,0.01488781,0.9771525,0.00008690873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001044306,0.1230641,0.003238082,0.7369614,0.1271854,0.0001021849,0.0006303008,0.0009866143,0.0067876],"genre_scores_gemma":[0.03096696,0.2790323,0.02061911,0.4006953,0.2401014,0.0004311899,0.003000293,0.001565462,0.02358798],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0746609,"threshold_uncertainty_score":0.3948493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372608386646148,"score_gpt":0.2740948644899162,"score_spread":0.2603687806234547,"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."}}