{"id":"W2734665341","doi":"10.1055/s-0037-1604260","title":"Neonatal Acute Kidney Injury: A Survey of Neonatologists' and Nephrologists' Perceptions and Practice Management","year":2017,"lang":"en","type":"article","venue":"American Journal of Perinatology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Acute kidney injury; Intensive care medicine; MEDLINE; Emergency medicine; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001276402,0.0001916025,0.0008414217,0.0003098942,0.0002178142,0.00004243504,0.0003785208,0.00009551708,0.00009523048],"category_scores_gemma":[0.003777514,0.0001572311,0.00008049273,0.0001534508,0.003947039,0.0002910526,0.0004174714,0.0005400046,0.00000457541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005070535,"about_ca_system_score_gemma":0.0002782325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000586879,"about_ca_topic_score_gemma":0.00001271172,"domain_scores_codex":[0.9980741,0.0004555132,0.0005167794,0.0002720895,0.0003343107,0.0003472805],"domain_scores_gemma":[0.996965,0.0003543966,0.001010348,0.0005223957,0.0006287547,0.0005191255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01654165,0.0004266454,0.4358407,0.0002422291,0.00293631,0.004526136,0.001327251,1.029355e-7,0.0009939446,0.00260218,0.01842133,0.5161415],"study_design_scores_gemma":[0.002856932,0.006184477,0.8349888,0.00007215732,0.0007509051,0.02634133,0.002353231,0.00004188636,0.0001312227,0.0001328898,0.1259283,0.0002177769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743723,0.0002326377,0.0004394052,0.0231083,0.0001375896,0.0002128,0.0001914676,0.00001016648,0.001295352],"genre_scores_gemma":[0.9848756,0.002704359,0.01091156,0.001294779,0.00003380082,0.000007935413,0.00001182232,0.00001998295,0.0001401763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5159238,"threshold_uncertainty_score":0.9987636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550597861729517,"score_gpt":0.3898084783187279,"score_spread":0.3643024997014327,"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."}}