{"id":"W4283206467","doi":"10.1055/s-0042-1747928","title":"Adult Admissions to a Canadian PICU during the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of Pediatric Intensive Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health; Saskatchewan Health Authority","funders":"","keywords":"Medicine; Interquartile range; Pediatric intensive care unit; SOFA score; Emergency medicine; Pneumonia; Intensive care; Intensive care unit; Pediatrics; Mortality rate; Emergency department; Pandemic; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Disease; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001464605,0.0001268989,0.0002728267,0.0004393753,0.0004678605,0.00001587292,0.0001659731,0.00003877101,0.0008412026],"category_scores_gemma":[0.005566709,0.00007975156,0.0002451006,0.0004153667,0.00001211287,0.00002696485,0.00007581365,0.0004860018,0.00001463015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002630436,"about_ca_system_score_gemma":0.00269479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008065966,"about_ca_topic_score_gemma":0.006715211,"domain_scores_codex":[0.9987354,0.00007776505,0.0003458602,0.000141144,0.0004301512,0.0002697324],"domain_scores_gemma":[0.9949613,0.0001773314,0.0001992713,0.0001943362,0.00306283,0.001404933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001759084,0.00003847157,0.7591373,0.00003997466,0.0001235986,0.00230898,0.008440672,0.0002603013,0.00004972925,0.0000183366,0.229211,0.0001957338],"study_design_scores_gemma":[0.005986275,0.002959391,0.4637867,0.00005994743,0.001977986,0.0130791,0.2534171,0.000007617014,0.00009913278,0.00005826523,0.2581897,0.0003788286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477986,0.003006025,0.000002748311,0.04796094,0.0006712109,0.0003120622,0.00007874147,0.000009948844,0.0001597086],"genre_scores_gemma":[0.9238117,0.0003557621,0.00004099009,0.07460346,0.000927637,0.00003428926,0.000007305389,0.00001669459,0.0002021113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2953506,"threshold_uncertainty_score":0.9985394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08080914000336861,"score_gpt":0.355923867836661,"score_spread":0.2751147278332924,"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."}}