{"id":"W2804479728","doi":"10.1093/pch/pxy054.037","title":"Anticipating pediatric patient transfers from intermediate to intensive care","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Vital signs; Early warning score; Emergency medicine; Pediatrics; Pediatric intensive care unit; Respiratory rate; Intensive care medicine; Heart rate; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005969711,0.0003259093,0.0003259143,0.0007953554,0.000554128,0.0009526863,0.0004646943,0.0005888768,0.003495188],"category_scores_gemma":[0.004838801,0.0001452426,0.0003072786,0.0004625511,0.0001814195,0.0006498639,0.0009280157,0.001176005,0.0004330759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006153997,"about_ca_system_score_gemma":0.00132553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002378254,"about_ca_topic_score_gemma":0.004532903,"domain_scores_codex":[0.9992766,0.0002300672,0.0001318656,0.0000868718,0.0001135971,0.0001609359],"domain_scores_gemma":[0.9984418,0.0003196116,0.0006306759,0.00002407998,0.0002070317,0.0003769182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001244268,0.0001091836,0.9769308,0.0001457429,0.00001785325,0.002182171,0.000592946,0.0003015823,0.0003621674,0.0001193106,0.003847647,0.01526609],"study_design_scores_gemma":[0.00002016135,0.0006320957,0.9780849,0.0006274089,0.00004663448,0.003416019,0.007864639,0.003851597,0.001123604,0.0005315989,0.003764148,0.00003707303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893835,0.001084278,0.001486833,0.002237855,0.0001470857,0.0001781157,0.0005719488,0.00006436849,0.004845968],"genre_scores_gemma":[0.9966235,0.0007060556,0.001430949,0.0002650097,0.00008751403,0.00006990701,0.0004549044,0.000005017082,0.0003571868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003495188,"threshold_uncertainty_score":0.01169258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807316555665681,"score_gpt":0.3073596147240806,"score_spread":0.2892864491674238,"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."}}