{"id":"W4411193545","doi":"10.4103/ija.ija_462_25","title":"Extracorporeal membrane oxygenation (ECMO) rescue for unanticipated failed airway management - Fact or Fiction?","year":2025,"lang":"en","type":"editorial","venue":"Indian Journal of Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Rescue therapy; Airway management; Airway; Intensive care medicine; Oxygenation; Anesthesia; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001212029,0.000455787,0.001043285,0.001790371,0.0001681036,0.0001162854,0.0004549173,0.0007495007,0.0005692937],"category_scores_gemma":[0.0005334557,0.0003522689,0.0005242327,0.0005382491,0.00007159757,0.0003113462,0.00004339132,0.0008290686,0.000009231664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003972011,"about_ca_system_score_gemma":0.0007035238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002402806,"about_ca_topic_score_gemma":0.00002495234,"domain_scores_codex":[0.9965313,0.0001088545,0.001483826,0.0003902586,0.001094244,0.0003914813],"domain_scores_gemma":[0.9967839,0.0001983831,0.001249125,0.0004208372,0.00114864,0.0001991502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00199849,0.0001964179,0.0000334189,0.001059485,0.0007072022,0.0002686446,0.0001752658,0.00001397741,0.0000103997,0.0001538784,0.9353371,0.06004569],"study_design_scores_gemma":[0.003018522,0.006381986,0.0003957395,0.002384122,0.001238108,0.000009534288,0.0002654472,0.00008342664,0.0007983601,0.000188082,0.9848899,0.000346766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01219975,0.001513259,0.03179995,0.01014656,0.8820928,0.01148413,0.0005087744,0.0008553453,0.04939936],"genre_scores_gemma":[0.03970508,0.03927009,0.01711465,0.0004211373,0.6600062,0.0004514314,0.003357948,0.0004327651,0.2392406],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2220866,"threshold_uncertainty_score":0.999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514859678258427,"score_gpt":0.3047015675799354,"score_spread":0.2895529707973512,"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."}}