{"id":"W2497022317","doi":"10.1093/med/9780199554515.003.0002","title":"Difficult airway management: general principles","year":2009,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Airway management; Airway; Intensive care medicine; Medicine; Computer science; Anesthesia","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":[0.0008434589,0.001724347,0.000980578,0.002820827,0.0006460204,0.002086603,0.001434363,0.003917949,0.03043861],"category_scores_gemma":[0.002450976,0.0004304412,0.0007140848,0.001446557,0.001526623,0.00380291,0.001891906,0.005626126,0.03249504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270053,"about_ca_system_score_gemma":0.00132531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526505,"about_ca_topic_score_gemma":0.002354117,"domain_scores_codex":[0.9995726,0.00008113046,0.00005977777,0.00006124977,0.0001937354,0.00003150944],"domain_scores_gemma":[0.9993513,0.0002587414,0.00006024724,0.00002682618,0.0002010909,0.0001017342],"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":[0.00003490003,0.0001310223,0.0002905338,0.002262054,0.000008791612,0.0006016821,0.0002956764,0.0005360456,0.0004885021,0.0108479,0.6381586,0.3463442],"study_design_scores_gemma":[0.00001006389,0.00005130934,0.0009841196,0.002714421,0.000004606251,0.002152857,0.00009027847,0.00009353501,0.00007458726,0.01188956,0.9819209,0.00001380426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.001760763,0.443596,0.02121969,0.1135036,0.04335418,0.001105677,0.00184696,0.0008435414,0.3727696],"genre_scores_gemma":[0.01101156,0.4816951,0.02000112,0.103808,0.06539868,0.001211905,0.002188286,0.0002869613,0.3143984],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03043861,"threshold_uncertainty_score":0.1018273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588579314793439,"score_gpt":0.2202390075017049,"score_spread":0.1943532143537705,"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."}}