{"id":"W2974381938","doi":"10.1093/pch/pxz093","title":"Choice of maintenance intravenous fluids among paediatric residents in Canada","year":2019,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Sick Kids Foundation","keywords":"Isotonic Solutions; Hyponatremia; Isotonic; Medicine; Tonicity; Intravenous fluid; Pediatrics; Intensive care medicine; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000755272,0.0001054923,0.0001448684,0.0004277464,0.001116615,0.0005132412,0.0004975831,0.000284662,0.001809704],"category_scores_gemma":[0.005380123,0.0001678304,0.0001426065,0.001142076,0.0006355912,0.0001959344,0.0006361924,0.0003415439,0.0001394345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009601958,"about_ca_system_score_gemma":0.0252807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8998865,"about_ca_topic_score_gemma":0.9476825,"domain_scores_codex":[0.9986587,0.0001778109,0.00008683986,0.0001218177,0.0006367665,0.0003180708],"domain_scores_gemma":[0.9963223,0.0003820526,0.0009776959,0.00004198673,0.001011758,0.001264118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006620142,0.00003390628,0.9757195,0.0001381854,0.00001203141,0.0004553104,0.003582045,0.0001651457,0.0004053305,0.00008813444,0.003279078,0.01605527],"study_design_scores_gemma":[0.000006942617,0.00008039546,0.986979,0.0001595161,0.000006878887,0.0005029835,0.007952766,0.0002896552,0.0002050106,0.00002511944,0.003776604,0.00001510348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956397,0.0006300907,0.00007805195,0.0008466843,0.00001242541,0.00002831809,0.0004896336,0.000007286071,0.002267859],"genre_scores_gemma":[0.9976504,0.00111412,0.0002760223,0.0003063557,0.000006932128,0.00001529526,0.0001975866,0.000003145735,0.0004301653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1001135,"threshold_uncertainty_score":0.2014062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006112481923200097,"score_gpt":0.2358308746754338,"score_spread":0.2297183927522337,"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."}}