{"id":"W2098035069","doi":"10.1097/aln.0000000000000848","title":"Ultrasound Improves Cricothyrotomy Success in Cadavers with Poorly Defined Neck Anatomy","year":2015,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Palpation; Medicine; Cricothyrotomy; Cadaver; Ultrasound; Larynx; Surgery; Anatomy; Radiology; Airway; Airway management","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":[],"consensus_categories":[],"category_scores_codex":[0.000179896,0.0001496089,0.0002945502,0.0002326453,0.00002566354,0.00001259585,0.0001223748,0.0001195294,0.0001645725],"category_scores_gemma":[0.0001112299,0.0001110192,0.00003172965,0.0002776327,0.000124493,0.0001430383,0.00001999722,0.0001425567,0.00003886948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006378801,"about_ca_system_score_gemma":0.00009749481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005813046,"about_ca_topic_score_gemma":0.00008680949,"domain_scores_codex":[0.9990938,0.00005166976,0.0002090336,0.0002552003,0.0001360139,0.0002542495],"domain_scores_gemma":[0.9994107,0.00006606968,0.00007661571,0.0002390429,0.0001017495,0.0001058611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005739937,0.0001824797,0.9535203,0.00004595082,0.00003408241,0.00006987173,0.0004059277,0.000003745467,0.0005847223,0.003676241,0.03665175,0.004250949],"study_design_scores_gemma":[0.002673989,0.006639661,0.8720161,0.00005099697,0.00005556847,0.00008724268,0.0006868318,0.00006210669,0.003661592,0.001579464,0.1121976,0.000288801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765978,0.0001423361,0.00005783764,0.0006967193,0.00002776988,0.000493516,4.484521e-7,0.0001555521,0.02182797],"genre_scores_gemma":[0.9950402,0.000116474,0.001145419,0.0008567277,0.00004686703,0.00008669431,0.00002894344,0.00002102931,0.002657586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08150416,"threshold_uncertainty_score":0.4527234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620950905050258,"score_gpt":0.273350143044988,"score_spread":0.2571406339944854,"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."}}