{"id":"W4210992151","doi":"10.1007/978-3-030-66861-7_44","title":"Neonatal Acute Kidney Injury","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Children's Hospital","funders":"","keywords":"Acute kidney injury; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003205121,0.0005636667,0.0004691976,0.0009230513,0.0007257575,0.001384665,0.0006176732,0.000818825,0.09923714],"category_scores_gemma":[0.0008231908,0.0002297721,0.0003199461,0.0007867197,0.0003775531,0.0009610101,0.001194729,0.001623239,0.04891615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101003,"about_ca_system_score_gemma":0.001083807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002953117,"about_ca_topic_score_gemma":0.0109056,"domain_scores_codex":[0.9998689,0.00002352932,0.00000639602,0.00001271908,0.00007359152,0.00001491471],"domain_scores_gemma":[0.9998424,0.000057256,0.000008596205,0.00001416325,0.0000501798,0.00002737685],"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":[0.000008387832,0.0000256444,0.00007237307,0.0001999072,0.000002283345,0.0001766779,0.00009557228,0.000101621,0.0002651323,0.02353219,0.7566234,0.2188968],"study_design_scores_gemma":[0.00000122829,0.000007046975,0.0001723775,0.0002133872,0.000001458752,0.0003889969,0.00002913284,0.00002553461,0.00007078433,0.004041165,0.9950466,0.000002360882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002583484,0.04019861,0.002196068,0.004365383,0.004996752,0.00006030891,0.00024312,0.0001947729,0.9474868],"genre_scores_gemma":[0.00137214,0.03991673,0.001644576,0.003121117,0.001412338,0.00006552644,0.0002695983,0.00007486287,0.9521231],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09923714,"threshold_uncertainty_score":0.3319813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02475204422014049,"score_gpt":0.3201154933323558,"score_spread":0.2953634491122153,"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."}}