{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003718105,0.0003877701,0.0003373271,0.001281434,0.002045682,0.0008466258,0.0006349086,0.0003384215,0.001045263],"category_scores_gemma":[0.001573833,0.0002578935,0.0003030375,0.002692735,0.0004832507,0.0002479902,0.0008113153,0.0005218789,0.0001028423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01155629,"about_ca_system_score_gemma":0.01247492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9278504,"about_ca_topic_score_gemma":0.9519227,"domain_scores_codex":[0.9991413,0.00004219114,0.00006164835,0.0001222703,0.0003723635,0.0002601175],"domain_scores_gemma":[0.9985152,0.00006182668,0.0005143001,0.00003472796,0.0005402767,0.0003336045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005241482,0.00001567788,0.9961756,0.00002662663,0.0000219818,0.0003992772,0.0004048946,0.00006066058,0.0001948703,0.00003182152,0.000524502,0.002091527],"study_design_scores_gemma":[0.000003059443,0.00003526732,0.9983585,0.00002310412,0.00001005169,0.0002715916,0.0007047622,0.0001293027,0.00005257809,0.00000945879,0.0003961349,0.00000613405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961085,0.0003293903,0.00005711033,0.0001182231,0.00001152459,0.00005216345,0.002118156,0.000006832523,0.001198186],"genre_scores_gemma":[0.9981986,0.0002946927,0.0001143735,0.00009741215,0.00001090637,0.00001587585,0.001105818,0.000001560049,0.0001607503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07214963,"threshold_uncertainty_score":0.1451491,"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."}}