{"id":"W2003987744","doi":"10.1213/01.ane.0000266439.43797.9e","title":"A Comparison of a New Indicator-Guided with a Conventional Wire-Guided Percutaneous Cricothyroidotomy Device in Mannequins","year":2007,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Medicine; Percutaneous; Insertion time; Surgery; Airway","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002120038,0.0004747715,0.0005967305,0.0004788862,0.0001748147,0.000513061,0.0004317718,0.0004403207,0.001063136],"category_scores_gemma":[0.00581499,0.0002491531,0.0004152679,0.0002473637,0.0005607765,0.0006655313,0.0003918086,0.0004933153,0.0001463244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002817844,"about_ca_system_score_gemma":0.0003231338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002605573,"about_ca_topic_score_gemma":0.0002910965,"domain_scores_codex":[0.9976052,0.001173297,0.0002380047,0.0002808487,0.0005433467,0.0001592437],"domain_scores_gemma":[0.9963168,0.001821828,0.0008299677,0.0002818196,0.0002447072,0.0005048789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4063284,0.0276014,0.1093278,0.004107945,0.001824085,0.0006532166,0.002150413,0.002254372,0.1769353,0.0007038694,0.0005955616,0.2675175],"study_design_scores_gemma":[0.0079552,0.8751589,0.09807094,0.00009952016,0.0007083332,0.0006976073,0.0003341118,0.001875275,0.01336881,0.00007385518,0.001605235,0.00005215595],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989552,0.0004523183,0.0003815603,0.00001110207,0.00001742159,0.00006826068,0.00001861788,0.000006691675,0.00008883238],"genre_scores_gemma":[0.9965791,0.0003839557,0.002635202,0.00003685229,0.00003299429,0.0001307161,0.00007712665,0.000004259673,0.0001196983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002120038,"threshold_uncertainty_score":0.01121193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04128247994597012,"score_gpt":0.3464610293083255,"score_spread":0.3051785493623553,"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."}}