{"id":"W2149035905","doi":"10.1177/0009922807303041","title":"Hypotonic Versus Isotonic Maintenance Intravenous Fluid Therapy in Hospitalized Children: A Systematic Review","year":2007,"lang":"en","type":"review","venue":"Clinical Pediatrics","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Hyponatremia; Isotonic; Tonicity; Intravenous fluid; Isotonic Solutions; Observational study; Intensive care medicine; Pediatrics; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003622126,0.0009260083,0.008479825,0.0004782215,0.00006074478,0.00003316849,0.0007332713,0.001174476,0.00006855148],"category_scores_gemma":[0.004049403,0.0006620861,0.002760469,0.001868198,0.0001728619,0.00006461266,0.0001074405,0.002496506,0.000534163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004087667,"about_ca_system_score_gemma":0.001431949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001276607,"about_ca_topic_score_gemma":0.000006379743,"domain_scores_codex":[0.992033,0.0004588136,0.004617103,0.001090014,0.0007505504,0.001050513],"domain_scores_gemma":[0.9947164,0.002035304,0.001409186,0.001181687,0.0002277947,0.0004296234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003016745,0.000971557,0.0001099212,0.7813134,0.0005786011,0.0001725292,0.000008283982,2.222375e-8,1.69069e-8,0.0001062986,0.004219585,0.2122181],"study_design_scores_gemma":[0.01206517,0.007921507,0.001252234,0.6544195,0.02282441,0.0003767652,0.000009193707,0.000004741044,4.99861e-8,0.00009836944,0.2990858,0.001942287],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002313572,0.9875031,0.000006175646,0.0001271547,0.0004172326,0.009962673,0.00002394902,0.0001087793,0.00161959],"genre_scores_gemma":[0.0000309082,0.9961457,0.00009543796,0.001729887,0.0008244935,0.0004565227,0.0002351746,0.000170944,0.0003109947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2948662,"threshold_uncertainty_score":0.9998048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08033395617879081,"score_gpt":0.4155567045454282,"score_spread":0.3352227483666374,"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."}}