{"id":"W132882296","doi":"10.1067/mem.2001.114123","title":"Airway devices","year":2001,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Heart and Stroke Foundation","funders":"","keywords":"Medicine; Airway; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003625568,0.0001251421,0.0003049144,0.0002198021,0.00003505408,6.131851e-7,0.000112097,0.00005388547,0.04911701],"category_scores_gemma":[0.0002544562,0.00009227799,0.0001048018,0.0004491391,0.00006836666,0.0001087515,0.00002833812,0.00008204184,0.00005126313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004074752,"about_ca_system_score_gemma":0.00001386528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008189884,"about_ca_topic_score_gemma":0.00001069358,"domain_scores_codex":[0.9987563,0.0000191138,0.0005316438,0.0001686792,0.0003344049,0.0001898227],"domain_scores_gemma":[0.9990522,0.00001923861,0.0001685509,0.0002892272,0.0003639227,0.0001068179],"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":[0.00008548364,0.0001281527,0.03280945,0.0001430288,0.00008743934,0.000002016329,0.0001969872,4.840178e-7,0.00121379,0.002898382,0.9212951,0.0411397],"study_design_scores_gemma":[0.0003725602,0.003024525,0.03050222,0.0002307728,0.00007995946,0.00000107866,0.0002211967,0.0000735471,0.007582993,0.001340049,0.9564586,0.0001125067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2305444,0.003957899,0.001021995,0.0275766,0.0005544855,0.0003361932,0.000001246736,0.0001690601,0.7358381],"genre_scores_gemma":[0.8345712,0.0615889,0.0001703705,0.0008617644,0.0007817211,0.0000207348,0.0000444577,0.00002507779,0.1019358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6339023,"threshold_uncertainty_score":0.9517522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1637561557335252,"score_gpt":0.4244405632808786,"score_spread":0.2606844075473534,"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."}}