{"id":"W3193234835","doi":"10.1111/pan.14272","title":"Lessons from COVID‐19: A reflection on the strengths and weakness of early consensus recommendations for pediatric difficult airway management during a respiratory viral pandemic using a modified Delphi method","year":2021,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Delphi method; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Airway management; Airway; Intensive care medicine; Respiratory system; Virology; Pathology; Surgery; Internal medicine; Disease; Infectious disease (medical specialty)","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.439721,0.002176185,0.00238588,0.003222934,0.01137569,0.01681515,0.008272208,0.02316706,0.003731991],"category_scores_gemma":[0.4752736,0.002252615,0.004236287,0.00263548,0.01962976,0.02698171,0.02595501,0.04567691,0.001648584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01754772,"about_ca_system_score_gemma":0.05237527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008800213,"about_ca_topic_score_gemma":0.009565302,"domain_scores_codex":[0.4890966,0.4177645,0.03252678,0.00944997,0.03876681,0.01239543],"domain_scores_gemma":[0.3382825,0.5008751,0.01467781,0.01216416,0.1044464,0.02955402],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000193508,0.0004171795,0.004812567,0.005930696,0.0002522602,0.002733017,0.3161002,0.001223115,0.001493266,0.03177821,0.4494195,0.1856464],"study_design_scores_gemma":[0.0001927102,0.000735819,0.00380093,0.02480673,0.0001267748,0.002920249,0.3181742,0.002900822,0.001244767,0.07600331,0.5682574,0.0008363646],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005686678,0.003569179,0.008569093,0.9714257,0.008039738,0.0003718246,0.00005582302,0.0001001364,0.002181756],"genre_scores_gemma":[0.2048431,0.01290808,0.1067988,0.6599218,0.006419739,0.003723982,0.0002753699,0.0004675243,0.004641562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.560279,"threshold_uncertainty_score":0.6909238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08884892189634808,"score_gpt":0.3840011701556461,"score_spread":0.295152248259298,"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."}}