{"id":"W2133498617","doi":"10.1111/j.1365-2044.2007.05404.x","title":"Techniques for emergency ventilation through a needle cricothyroidotomy","year":2008,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Jet ventilation; Catheter; Ventilation (architecture); Anesthesia; Surgery; Mechanical engineering; 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":[0.001379549,0.0004492416,0.0003520667,0.0006592347,0.0004280354,0.0005381567,0.0004474063,0.0004109045,0.001597589],"category_scores_gemma":[0.003742454,0.0001938764,0.0005769668,0.0003351341,0.000845909,0.0007105959,0.0007258657,0.0008977259,0.0003969012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003493115,"about_ca_system_score_gemma":0.0007958376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004186037,"about_ca_topic_score_gemma":0.0008746944,"domain_scores_codex":[0.9986557,0.0002381618,0.0001264339,0.0001889852,0.000581377,0.0002092772],"domain_scores_gemma":[0.9986402,0.0004806899,0.0003705454,0.000205433,0.0000978238,0.0002051861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005000722,0.0009450841,0.07980724,0.000938314,0.0002302818,0.01694202,0.001617255,0.002201609,0.5423502,0.002220178,0.001333591,0.3464136],"study_design_scores_gemma":[0.0008541772,0.04202717,0.4659082,0.0003196874,0.0005144055,0.2837071,0.001703525,0.008725523,0.1586204,0.001834179,0.03548449,0.0003010992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9641823,0.002000931,0.03037315,0.0002085354,0.0000899786,0.000203966,0.00006920374,0.0002584139,0.002613421],"genre_scores_gemma":[0.9544734,0.0008728215,0.04333969,0.0001590563,0.00004326959,0.0001407735,0.0001529739,0.00004906956,0.0007690205],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001597589,"threshold_uncertainty_score":0.007295847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082747950379741,"score_gpt":0.308301878667729,"score_spread":0.2674743991639316,"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."}}