{"id":"W4250256807","doi":"10.1542/gr.44-1-7","title":"Accuracy of Criteria to Identify Bacterial Infections in Infants","year":2020,"lang":"en","type":"article","venue":"AAP Grand Rounds","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006237629,0.00008452503,0.0002119263,0.0001075581,0.00004074086,0.0000241068,0.00004821046,0.00004829246,0.0004815024],"category_scores_gemma":[0.0001758967,0.00007154199,0.00006500388,0.0003282669,0.00002493642,0.0001583711,0.00005418657,0.0001027471,0.00007501156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000181352,"about_ca_system_score_gemma":0.00003801574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006708478,"about_ca_topic_score_gemma":0.000164115,"domain_scores_codex":[0.9993683,0.0000201916,0.0002426897,0.0001403518,0.000098902,0.0001295847],"domain_scores_gemma":[0.9996089,0.00004458611,0.00004102696,0.0001105002,0.00005313723,0.0001418067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001229261,0.0004994835,0.1014491,0.0003454642,0.0001077613,0.00008198815,0.002772696,0.00001279241,0.875714,0.0004835344,0.007474183,0.009829741],"study_design_scores_gemma":[0.006444385,0.001530628,0.7390205,0.0003447304,0.0001294764,0.0002128083,0.0001179961,0.00005809557,0.04409883,0.0008090971,0.2068982,0.0003352785],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947979,0.0000375918,0.0002646641,0.001907538,0.0006180006,0.0002112992,0.00002596224,0.00003870909,0.002098281],"genre_scores_gemma":[0.9986352,0.00004223589,0.00009355912,0.0006790918,0.0002909476,0.0000186669,0.00002098051,0.00001027602,0.0002090391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8316152,"threshold_uncertainty_score":0.5272114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03363163319236717,"score_gpt":0.3588649646466185,"score_spread":0.3252333314542514,"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."}}