{"id":"W2156306409","doi":"10.1542/peds.2011-0415","title":"Hypotonic Versus Isotonic Maintenance Fluids After Surgery for Children: A Randomized Controlled Trial","year":2011,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Sick Kids Foundation; McMaster University","keywords":"Medicine; Hyponatremia; Hypernatremia; Relative risk; Anesthesia; Randomized controlled trial; Isotonic Solutions; Adverse effect; Hypertonic saline; Antidiuretic; Confidence interval; Tonicity; Internal medicine; Hormone; Sodium","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00121171,0.0002770418,0.001720279,0.0002642243,0.00006908257,0.0000171144,0.0001070003,0.000179483,0.0002087479],"category_scores_gemma":[0.002156419,0.0002026677,0.001467643,0.0002607397,0.00009613332,0.0000753312,0.00002425197,0.000221125,0.00005481616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006081954,"about_ca_system_score_gemma":0.0004422148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002642997,"about_ca_topic_score_gemma":0.000007994535,"domain_scores_codex":[0.9979102,0.0001030117,0.0007258618,0.0003532332,0.0003130947,0.0005945914],"domain_scores_gemma":[0.9973416,0.001786579,0.0002123512,0.0003018756,0.0001870804,0.0001704944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9929916,0.0003146378,0.0006268186,0.00003745153,0.0003425269,0.00001049153,0.00008626332,1.168263e-7,0.00002293583,0.0003226883,0.004738433,0.0005059829],"study_design_scores_gemma":[0.9935859,0.0009465271,0.002088093,0.000008988203,0.002095637,0.000008700634,0.00001199761,0.0001157549,0.00004679713,0.0005422524,0.0003087882,0.0002405467],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709031,0.01001776,0.0009620184,0.0004362222,0.0009374468,0.01074582,0.00001998866,0.0001328895,0.005844723],"genre_scores_gemma":[0.9877453,0.004949674,0.000623832,0.0005574946,0.001185531,0.003632818,0.00004760453,0.00005766375,0.001200009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01684225,"threshold_uncertainty_score":0.8264549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859834105016586,"score_gpt":0.2470174444017293,"score_spread":0.2284191033515635,"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."}}