{"id":"W3030237896","doi":"10.1177/1751143720931614","title":"Pandemic airway management: A cognitive aid to increase safety and team cohesion during intubation, donning, and doffing","year":2020,"lang":"en","type":"article","venue":"Journal of the Intensive Care Society","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Alberta","funders":"","keywords":"Intubation; Airway management; Airway; Pandemic; Cognition; Coronavirus disease 2019 (COVID-19); Psychology; Medicine; Anesthesia","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":[],"consensus_categories":[],"category_scores_codex":[0.0002066321,0.0001349859,0.0002703785,0.00005444168,0.0001853652,0.00003345545,0.00009126058,0.00006239041,0.00003637997],"category_scores_gemma":[0.0008767779,0.0000934562,0.0001684136,0.0001955397,0.00008491974,0.0001563634,0.0002893818,0.0003298857,0.000001461579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001231424,"about_ca_system_score_gemma":0.00002691273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007113571,"about_ca_topic_score_gemma":0.000001025074,"domain_scores_codex":[0.9990544,0.00004437508,0.0003518116,0.0001633271,0.000261057,0.0001250304],"domain_scores_gemma":[0.9976833,0.00005924278,0.0002753509,0.00008347732,0.001741553,0.0001570273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.007081904,0.00008971534,0.2348716,0.003169792,0.002596079,0.00005119178,0.2040361,0.00005534552,0.01499001,0.000355345,0.3445401,0.1881629],"study_design_scores_gemma":[0.01394895,0.008160996,0.2399372,0.009638709,0.002766226,0.000231578,0.6300463,0.001077625,0.0312194,0.0002982777,0.06177197,0.0009027456],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985341,0.0006250294,0.002456234,0.008633878,0.00007992954,0.0005571723,0.000006364731,0.0000437219,0.002256638],"genre_scores_gemma":[0.9879071,0.003001236,0.0006363413,0.00764721,0.0001757222,0.000003761254,0.000003690871,0.00001717393,0.0006078011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4260102,"threshold_uncertainty_score":0.3811034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01255434530129586,"score_gpt":0.2625901683618396,"score_spread":0.2500358230605437,"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."}}