{"id":"W3216865931","doi":"10.1111/pan.14347","title":"COVID‐19 implications for pediatric anesthesia: Lessons learnt and how to prepare for the next pandemic","year":2021,"lang":"en","type":"review","venue":"Pediatric Anesthesia","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus Infections; Intensive care medicine; MEDLINE; Betacoronavirus; Anesthesia; Medical emergency; Virology; Internal medicine; Infectious disease (medical specialty); Outbreak","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"],"consensus_categories":[],"category_scores_codex":[0.001314412,0.0008077882,0.002497053,0.0005640574,0.0007851011,0.0002229705,0.0005080782,0.0007637111,0.00003182799],"category_scores_gemma":[0.004414937,0.0005705649,0.0009762484,0.001316293,0.00006964417,0.0001136147,0.0000847011,0.0005374385,0.00001828519],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000640484,"about_ca_system_score_gemma":0.01003246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000688064,"about_ca_topic_score_gemma":0.00004244209,"domain_scores_codex":[0.996271,0.0002338519,0.0008241015,0.001292134,0.0003667162,0.001012165],"domain_scores_gemma":[0.9889992,0.006896377,0.0006668571,0.001312595,0.0004573339,0.00166766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001150962,0.0002047738,0.01223199,0.09167729,0.0001945259,0.0001305683,0.0005839241,0.000004811157,1.71425e-7,0.001085656,0.1712284,0.7225428],"study_design_scores_gemma":[0.0006861428,0.0004027498,0.002573562,0.0003845819,0.008149901,0.003984162,0.0001291608,0.000006396125,2.626771e-8,0.00006490386,0.9830604,0.0005579793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001868355,0.8792132,0.002018942,0.1094014,0.00006722421,0.008806893,0.0001063604,0.0001929446,0.00000626105],"genre_scores_gemma":[0.0002642176,0.9811733,0.0009281727,0.006530863,0.004211853,0.004937549,0.0004518828,0.0002056856,0.001296452],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.811832,"threshold_uncertainty_score":0.9996746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2560215361483696,"score_gpt":0.4641657619190394,"score_spread":0.2081442257706698,"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."}}