{"id":"W2793874729","doi":"10.1111/anae.14247","title":"The Airway App: exploring the role of smartphone technology to capture emergency front‐of‐neck airway experiences internationally","year":2018,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Health Research Board","keywords":"Medicine; Airway; Airway management; Medical emergency; Surgery","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":[0.0002363269,0.000122723,0.0001848732,0.0001744577,0.0001461683,0.000008092963,0.0004509654,0.00005858467,0.000545881],"category_scores_gemma":[0.0001183088,0.00007079801,0.00007825342,0.0003723679,0.0002573659,0.0001060104,0.0001017601,0.0001052048,0.00004595851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000224425,"about_ca_system_score_gemma":0.00002921036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009880216,"about_ca_topic_score_gemma":0.00009198552,"domain_scores_codex":[0.9989578,0.00002389526,0.0003627459,0.0001828304,0.0002955018,0.0001771915],"domain_scores_gemma":[0.999066,0.00001785507,0.0001597099,0.0004387897,0.0002793333,0.00003832433],"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":[0.0002653581,0.0001887026,0.02840797,0.00003825035,0.0001775648,0.000001554881,0.02616544,0.000002705056,0.005063436,0.049662,0.06016545,0.8298616],"study_design_scores_gemma":[0.0002981827,0.00373621,0.01200727,0.0001696719,0.00006519412,0.000002176072,0.03840961,0.0002305102,0.3266176,0.004027602,0.6142076,0.0002283392],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647689,0.0009829995,0.001104928,0.005255376,0.0001975419,0.0004211347,9.339291e-7,0.0001176709,0.02715053],"genre_scores_gemma":[0.9926527,0.00107788,0.0007539411,0.00008430312,0.000127328,0.0002655984,0.000002606077,0.00001537627,0.005020233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8296332,"threshold_uncertainty_score":0.5977015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267487855876949,"score_gpt":0.2662174724661938,"score_spread":0.2535425939074243,"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."}}