{"id":"W1481213185","doi":"10.1007/s12630-011-9488-4","title":"Brief review: Supplementing oxygen through an airway exchange catheter: efficacy, complications, and recommendations","year":2011,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of British Columbia; University of Alberta; Royal Columbian Hospital","funders":"Canadian Anesthesiologists' Society","keywords":"Insufflation; Medicine; Anesthesia; Pneumomediastinum; Ventilation (architecture); Oxygen therapy; Intubation; Airway management; Pneumothorax; Intensive care medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002065395,0.0007162227,0.002270715,0.001294612,0.0007281367,0.0002493565,0.0008391119,0.0003654263,0.00231578],"category_scores_gemma":[0.000270221,0.0006158485,0.0007651026,0.0006047117,0.0002482356,0.0009460947,0.00003197852,0.001419905,0.00002330789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008962007,"about_ca_system_score_gemma":0.003823668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00365659,"about_ca_topic_score_gemma":0.003357778,"domain_scores_codex":[0.9956021,0.0004337749,0.002224144,0.0004633826,0.0004035894,0.0008729573],"domain_scores_gemma":[0.9936778,0.0001250088,0.002406349,0.0006549466,0.0008914522,0.002244427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001054766,0.00009809411,0.00003059497,0.006299585,0.000345049,0.009100065,0.0007559175,8.407295e-8,5.255076e-8,0.0009174451,0.1999187,0.7825239],"study_design_scores_gemma":[0.0003045328,0.001572894,0.0000340791,0.02094009,0.001614633,0.3022981,0.00009273643,7.389814e-7,4.769577e-7,0.00006901318,0.6726954,0.0003773124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001022041,0.9862283,0.00005863688,0.007573123,0.0001797522,0.001233355,0.00003955943,0.0000326464,0.004552358],"genre_scores_gemma":[0.00003984618,0.9947695,0.001888688,0.0005232939,0.0006415489,0.00003829286,0.000329906,0.0001498049,0.001619143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7821466,"threshold_uncertainty_score":0.9996293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05437215370497885,"score_gpt":0.3174478186157335,"score_spread":0.2630756649107547,"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."}}