{"id":"W2751387446","doi":"10.1371/journal.pone.0183382","title":"Using King Vision video laryngoscope with a channeled blade prolongs time for tracheal intubation in different training levels, compared to non-channeled blade","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Glottis; Intubation; Endotracheal tube; Medicine; Laryngoscopes; Endotracheal intubation; Blade (archaeology); Video laryngoscope; Tube (container); Surgery; Tracheal intubation; Larynx; Anesthesia; Materials science; Structural engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003643072,0.0002610245,0.000650264,0.0003518162,0.0002695764,0.00011258,0.0001945067,0.0001195725,0.0001397229],"category_scores_gemma":[0.0002196382,0.0002203428,0.00006129594,0.0001334241,0.00004874157,0.0003726558,0.00008956977,0.0002091499,0.00001157544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001749219,"about_ca_system_score_gemma":0.00004119027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006107614,"about_ca_topic_score_gemma":0.00006486401,"domain_scores_codex":[0.9983189,0.00003443777,0.0004174293,0.0004280178,0.0004026841,0.0003986057],"domain_scores_gemma":[0.9990042,0.00004896711,0.0002836902,0.0003582701,0.0001667168,0.0001381682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.007627726,0.00685473,0.0123326,0.002577616,0.001158466,0.00001870739,0.02601064,0.0002483945,0.8907969,0.0001471606,0.001353769,0.05087332],"study_design_scores_gemma":[0.007874392,0.01053962,0.05991581,0.005947696,0.0005800253,0.000001520013,0.0005857765,0.6726336,0.2408843,0.000265482,0.0001017257,0.0006699669],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661702,0.0000109614,0.02635712,0.002762294,0.00002503999,0.003458041,0.000009577145,0.0001604703,0.001046321],"genre_scores_gemma":[0.9883489,0.000009737367,0.009746445,0.0001258766,0.0002686658,0.0003878283,0.00008181447,0.00005817433,0.0009725636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6723852,"threshold_uncertainty_score":0.8985318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1574300898132878,"score_gpt":0.3345968829237911,"score_spread":0.1771667931105033,"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."}}