{"id":"W3105168326","doi":"10.1111/anae.15269","title":"Project for Universal Management of Airways – part 1: concept and methods","year":2020,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University","funders":"","keywords":"Medicine; Teamwork; Airway management; Set (abstract data type); Multidisciplinary approach; Process (computing); Airway; MEDLINE; Intensive care medicine; Process management; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.04546491,0.0007692284,0.0007170748,0.002362516,0.001904191,0.003760684,0.00295793,0.001681656,0.03363902],"category_scores_gemma":[0.03788828,0.0007828548,0.0009467942,0.001782607,0.003466112,0.003942657,0.01151183,0.003200549,0.006358196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003996302,"about_ca_system_score_gemma":0.03104102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002070036,"about_ca_topic_score_gemma":0.002576792,"domain_scores_codex":[0.9745026,0.01804163,0.001189381,0.001658383,0.003650883,0.0009571337],"domain_scores_gemma":[0.9743078,0.00868256,0.001823028,0.003474196,0.00517914,0.006533262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009319372,0.002252033,0.008404883,0.007584165,0.00008819302,0.0005798556,0.02760509,0.001178261,0.002479784,0.1451429,0.1090999,0.6946529],"study_design_scores_gemma":[0.0008335893,0.003215106,0.0178069,0.0102936,0.0001117452,0.0009628303,0.02464207,0.002664409,0.002199955,0.04876379,0.8884043,0.0001016322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.06603181,0.008470599,0.2982925,0.03007832,0.004147416,0.4302021,0.007881165,0.001196792,0.1536993],"genre_scores_gemma":[0.06804743,0.002498365,0.573717,0.005512677,0.0004115607,0.3070893,0.002504165,0.0002747254,0.03994463],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04546491,"threshold_uncertainty_score":0.2404444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04599781111468518,"score_gpt":0.3480867711328595,"score_spread":0.3020889600181743,"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."}}