{"id":"W2790557137","doi":"10.29045/14784726.2016.1.3.9","title":"A survey of paramedic advanced airway practice in the UK","year":2016,"lang":"en","type":"article","venue":"British Paramedic Journal","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lethbridge College","funders":"","keywords":"Airway; Medicine; Medical emergency; Anesthesia","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":[0.001209702,0.0001845833,0.0002842959,0.001109503,0.0002972185,0.0005970491,0.0003252243,0.0006768655,0.00607586],"category_scores_gemma":[0.007069888,0.0002684524,0.0002236429,0.001358539,0.0002406371,0.0009116104,0.000880181,0.0005737621,0.002321266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007789796,"about_ca_system_score_gemma":0.0008611735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009604095,"about_ca_topic_score_gemma":0.008770121,"domain_scores_codex":[0.9976431,0.0007074543,0.0005072636,0.0002327602,0.0006365255,0.0002729336],"domain_scores_gemma":[0.9950261,0.0009234433,0.001683036,0.0002492227,0.001421258,0.0006969917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000216943,0.0002332456,0.8998048,0.0008428519,0.00003565113,0.0007432023,0.00909589,0.0001108543,0.001912989,0.000144847,0.02279895,0.06405988],"study_design_scores_gemma":[0.00002283111,0.0005670927,0.9757096,0.0002838906,0.000005179964,0.000470165,0.006727726,0.0001397365,0.0001300032,0.00002433815,0.01590274,0.00001665438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810327,0.0006807248,0.0003088486,0.001777924,0.00006180654,0.0005437451,0.009209701,0.00004333944,0.006341324],"genre_scores_gemma":[0.9858513,0.001973179,0.001071858,0.001874912,0.00007327201,0.001022747,0.003523595,0.00001429497,0.004594769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009604095,"threshold_uncertainty_score":0.02032578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882164144192361,"score_gpt":0.3146824725662948,"score_spread":0.2958608311243712,"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."}}