{"id":"W3019539161","doi":"10.1542/peds.144.2_meetingabstract.505","title":"Pediatric residents’ choice of maintenance intravenous fluids","year":2019,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Hyponatremia; Antidiuretic; Intensive care medicine; Intravenous fluid; Isotonic; Complication; Tonicity; Pediatrics; Hormone; Anesthesia; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001014195,0.00009743599,0.0001680405,0.0002666558,0.0006826343,0.0006083495,0.0004048261,0.0005648031,0.004973944],"category_scores_gemma":[0.01034527,0.0001411528,0.0001659786,0.0003405386,0.0004302853,0.0005577721,0.000593949,0.0008689624,0.0005596184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063771,"about_ca_system_score_gemma":0.002782569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00562348,"about_ca_topic_score_gemma":0.01182678,"domain_scores_codex":[0.9988544,0.00036093,0.0001025868,0.0001119026,0.000353335,0.0002167782],"domain_scores_gemma":[0.9952344,0.00109126,0.001294504,0.0000732023,0.0006974978,0.001609149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004071606,0.0003575221,0.7762821,0.0004591003,0.0001038723,0.005165354,0.003299711,0.0007189531,0.001317765,0.002360143,0.05179353,0.1577347],"study_design_scores_gemma":[0.0001204897,0.001232425,0.7652067,0.003706929,0.0001256158,0.04735933,0.01811786,0.002659197,0.002611743,0.003517455,0.1552147,0.0001275665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9254125,0.01157934,0.001337055,0.02940678,0.0005161215,0.00003970667,0.0004518449,0.00005130786,0.03120534],"genre_scores_gemma":[0.9848007,0.006000482,0.002462257,0.005001862,0.0003063763,0.00002373763,0.0001710459,0.00002153419,0.001211978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00562348,"threshold_uncertainty_score":0.01663953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00953005697594167,"score_gpt":0.2511179250430944,"score_spread":0.2415878680671527,"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."}}