{"id":"W4407697781","doi":"10.1213/ane.0000000000007423","title":"Changing Times: Clear Liquids for Pediatric Patients","year":2025,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine","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":[0.0002245283,0.0001358538,0.0002624101,0.0003066068,0.0001049905,0.00001834233,0.0001497002,0.0001661018,0.0001962303],"category_scores_gemma":[0.0001620582,0.0001067115,0.000156006,0.0008034537,0.0000694431,0.00003641081,0.00003514532,0.0001781461,0.00008929171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005089181,"about_ca_system_score_gemma":0.0001281623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005220747,"about_ca_topic_score_gemma":2.170571e-7,"domain_scores_codex":[0.9986648,0.0000168046,0.0002253388,0.0002813303,0.0003366952,0.0004750531],"domain_scores_gemma":[0.9992315,0.0001346192,0.00003327004,0.0002190586,0.0001657797,0.000215778],"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":[0.006205356,0.004181568,0.3724377,0.00551121,0.000609425,0.0005281592,0.0007011944,9.59769e-7,0.003303955,0.02344162,0.4212761,0.1618028],"study_design_scores_gemma":[0.01189738,0.00465567,0.3023969,0.0007414569,0.001269441,0.00006495769,0.0004833865,0.001873265,0.02014321,0.005010299,0.6503677,0.001096355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840164,0.0005434868,0.0003524392,0.01084882,0.00003461009,0.0005510426,0.000001961671,0.00009899747,0.003552202],"genre_scores_gemma":[0.9833963,0.0001257068,0.0004754362,0.004121345,0.0003261957,0.00007406865,0.00007926641,0.00002437023,0.01137731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2290916,"threshold_uncertainty_score":0.4351569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061939715764345,"score_gpt":0.2931044116431107,"score_spread":0.2824850144854673,"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."}}