{"id":"W2769511339","doi":"10.1542/hpeds.2017-0134","title":"At What Point Is the Accumulated Evidence Sufficient to Change Maintenance Intravenous Fluid Prescribing Practice in Children? How About Yesterday?","year":2017,"lang":"en","type":"letter","venue":"Hospital 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; Yesterday; Intravenous fluid; Tonicity; Hypertonic saline; Dosing; Intensive care medicine; Surgery; 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":[0.0006763279,0.0007073106,0.0007776472,0.0003905115,0.0003461045,0.0007236501,0.0009905619,0.000796399,0.0000300941],"category_scores_gemma":[0.002701085,0.0005371881,0.0003190437,0.000524948,0.0001362988,0.001337423,0.0005497563,0.002691651,0.0002144112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005772258,"about_ca_system_score_gemma":0.0002694486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003740354,"about_ca_topic_score_gemma":0.00003758281,"domain_scores_codex":[0.9955764,0.000142652,0.0005457368,0.001130727,0.001271775,0.001332723],"domain_scores_gemma":[0.9964751,0.0006263697,0.0006390729,0.00157286,0.0004692334,0.000217388],"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":[0.0002745207,0.000304364,0.005879105,0.0003077161,0.0001465732,0.001300868,0.008043174,0.000005747425,0.00004858943,0.000005724936,0.9785152,0.005168426],"study_design_scores_gemma":[0.004028683,0.008184903,0.4513361,0.005132588,0.003596747,0.001448313,0.001760426,0.0002730502,0.0001941668,0.00009672645,0.5203625,0.003585741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.198024,0.04667034,0.00002038842,0.7509231,0.0005903766,0.003415406,0.00004821442,0.00007162636,0.0002365566],"genre_scores_gemma":[0.2939112,0.05869,0.0001011172,0.6376169,0.006919616,0.0003184405,0.0002518198,0.0001881925,0.002002641],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4581527,"threshold_uncertainty_score":0.9997079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02681646789183276,"score_gpt":0.2825652680603588,"score_spread":0.255748800168526,"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."}}