{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001630984,0.000248245,0.0004460648,0.0005312582,0.001231985,0.001726582,0.0007158407,0.003755351,0.008630095],"category_scores_gemma":[0.01151874,0.0001407359,0.000452747,0.0005329336,0.002127317,0.004612927,0.0008421171,0.005475282,0.003136036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001467126,"about_ca_system_score_gemma":0.002262175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003333155,"about_ca_topic_score_gemma":0.009552896,"domain_scores_codex":[0.9988558,0.0003361577,0.0001519956,0.0001435694,0.000347177,0.0001652955],"domain_scores_gemma":[0.9947298,0.002050328,0.0009780389,0.000144612,0.00117096,0.0009262464],"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":[0.0001401232,0.0000851692,0.0126676,0.001170233,0.00005932193,0.01068332,0.001251783,0.00014536,0.0004691831,0.01075277,0.6492514,0.3133237],"study_design_scores_gemma":[0.00005080577,0.0001709671,0.01128223,0.007239492,0.00009837063,0.05718763,0.006223673,0.0004465657,0.0005840801,0.0222254,0.8943827,0.0001081724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.008251969,0.07489664,0.001710341,0.8735573,0.02487827,0.00002346054,0.000174991,0.00006331108,0.01644367],"genre_scores_gemma":[0.2209901,0.1981895,0.006593241,0.4805424,0.07180192,0.00005943296,0.0007915553,0.0001959579,0.02083578],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.008630095,"threshold_uncertainty_score":0.02887052,"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."}}