{"id":"W2789509339","doi":"10.1016/j.accpm.2018.01.001","title":"Comparison of techniques for visualisation of the airway anatomy for ultrasound-assisted intubation: A prospective study of emergency department patients","year":2018,"lang":"en","type":"article","venue":"Anaesthesia Critical Care & Pain Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Airway; Intubation; Emergency department; Ultrasound; Prospective cohort study; Endotracheal tube; Anesthesia; Nuclear medicine; Radiology; Surgery; Nursing","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":[0.001373566,0.0006029006,0.0009939721,0.001388677,0.0009204561,0.001297838,0.000551216,0.001177364,0.002995469],"category_scores_gemma":[0.006686527,0.000610551,0.000966537,0.001398618,0.0008074632,0.001456139,0.001006898,0.001073229,0.0006023108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004565929,"about_ca_system_score_gemma":0.00044845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134535,"about_ca_topic_score_gemma":0.002101222,"domain_scores_codex":[0.9984522,0.0003606543,0.0002636422,0.0003136672,0.0003141417,0.0002957114],"domain_scores_gemma":[0.9954479,0.001446329,0.001671258,0.0002786737,0.000554289,0.0006014562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001294208,0.0004187326,0.9954053,0.00003263486,0.0001095,0.0002182965,0.0005323987,0.00003243767,0.000486774,0.00002616117,0.00003777642,0.001405785],"study_design_scores_gemma":[0.00006066896,0.002792145,0.9934726,0.000024345,0.0000664578,0.00094221,0.002219823,0.0001027098,0.0001018459,0.00003009154,0.0001681526,0.00001897182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993206,0.0002682834,0.00005926031,0.00001222542,0.000005253395,0.00002455179,0.00005729679,9.096529e-7,0.0002516598],"genre_scores_gemma":[0.9993441,0.0001824487,0.0001322321,0.00003963558,0.00001494443,0.0000264617,0.000140428,0.000004134662,0.00011568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002995469,"threshold_uncertainty_score":0.01002079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03756924006572836,"score_gpt":0.4069780538712994,"score_spread":0.3694088138055711,"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."}}