{"id":"W1963810998","doi":"10.1111/j.1553-2712.2009.00604.x","title":"Variation in the Type, Rate, and Selection of Patients for Out‐of‐hospital Airway Procedures Among Injured Children and Adults","year":2009,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Cricothyrotomy; Airway; Intubation; Population; Anesthesia; Airway management; Glasgow Coma Scale; Emergency medicine","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001173663,0.0002295627,0.0002998055,0.001187811,0.0003375212,0.000598178,0.0006250169,0.0005273658,0.0008659852],"category_scores_gemma":[0.007020014,0.0002476521,0.0002896238,0.001200294,0.0005047412,0.0004176377,0.0005606397,0.0004056612,0.0001977078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007555136,"about_ca_system_score_gemma":0.0006351767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01610578,"about_ca_topic_score_gemma":0.02123033,"domain_scores_codex":[0.9979637,0.0004467638,0.0003577964,0.0004364112,0.00047485,0.0003205658],"domain_scores_gemma":[0.993283,0.001154614,0.00389204,0.0002468781,0.000856753,0.0005665441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001271559,0.000005337693,0.9993246,0.000004226798,0.00001208087,0.00002935244,0.00007353062,0.00002269933,0.0000352789,0.000006889738,0.00006823645,0.0004050907],"study_design_scores_gemma":[0.000002073386,0.00002289821,0.9992471,0.00000617158,0.000005131871,0.0002457105,0.0003058287,0.00005609465,0.00002987885,0.000003748082,0.00007332061,0.000002179612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991919,0.0001350984,0.00006311513,0.00003748027,0.000003331954,0.000009884887,0.0003289065,0.000003803803,0.0002264563],"genre_scores_gemma":[0.9991198,0.0001260007,0.0001021994,0.00002929738,0.000006691424,0.00001653498,0.0005513731,0.000002536936,0.0000456705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01610578,"threshold_uncertainty_score":0.03202403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008778895928813665,"score_gpt":0.2883617817535178,"score_spread":0.2795828858247041,"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."}}