{"id":"W2785149862","doi":"10.14740/jocmr3320w","title":"Predicting Difficult Intubation in Emergency Department by Intubation Assessment Score","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intubation; Medicine; Emergency department; Confidence interval; Receiver operating characteristic; Tracheal intubation; Airway; Anesthesia; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001620421,0.0005726544,0.0005164692,0.001319456,0.0001799547,0.0007534027,0.0003904771,0.0004480747,0.001132859],"category_scores_gemma":[0.009304969,0.0001831759,0.0006452196,0.0005781,0.0001836851,0.0003819855,0.0006219154,0.0007780259,0.0003120637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000277944,"about_ca_system_score_gemma":0.0004927355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001550733,"about_ca_topic_score_gemma":0.001426355,"domain_scores_codex":[0.9991763,0.0002628179,0.000116641,0.0001376368,0.0002137346,0.00009293152],"domain_scores_gemma":[0.9964217,0.001231331,0.001207475,0.0001397492,0.0005981386,0.0004015986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009389504,0.00005926327,0.9952655,0.00001962533,0.00005873409,0.00005484601,0.00002303638,0.0009132292,0.0001227691,0.00001868383,0.0002568717,0.003113584],"study_design_scores_gemma":[0.00002535408,0.0005436416,0.9576694,0.00006137704,0.0001357548,0.0005290737,0.0001593234,0.03989708,0.0003235881,0.0002224629,0.0004145012,0.00001833526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967768,0.0003130871,0.00176718,0.0001705168,0.00002931711,0.00004223887,0.0003681544,0.0000288632,0.0005039668],"genre_scores_gemma":[0.997923,0.0001271778,0.001125756,0.00002334784,0.00002270222,0.00003064135,0.0006146479,0.000003322737,0.0001294431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001620421,"threshold_uncertainty_score":0.008569717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2193407500036315,"score_gpt":0.5726318431194521,"score_spread":0.3532910931158206,"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."}}