{"id":"W2092312705","doi":"10.1213/ane.0000000000000250","title":"A Simulator Study of Tube Exchange with Three Different Designs of Double-Lumen Tubes","year":2014,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"University of Toronto","keywords":"Simulation; Tube (container); Lumen (anatomy); Computer science; Materials science; Composite material; Medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005195731,0.0009238402,0.00116508,0.0004949822,0.0003981036,0.0007914139,0.001048665,0.001024006,0.002139856],"category_scores_gemma":[0.01285097,0.0007127217,0.001207071,0.0002184913,0.0009995869,0.001034247,0.000653409,0.00133525,0.0003443757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007076005,"about_ca_system_score_gemma":0.001168206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008329922,"about_ca_topic_score_gemma":0.0009971557,"domain_scores_codex":[0.9965817,0.001835804,0.0002962451,0.0003862059,0.0005500356,0.0003499575],"domain_scores_gemma":[0.9867417,0.007466622,0.002291279,0.0009934759,0.0006481264,0.00185882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.3168662,0.4350817,0.06710862,0.001465191,0.001153459,0.0006094622,0.005149422,0.00477,0.09223469,0.0005287303,0.0005791978,0.07445329],"study_design_scores_gemma":[0.01296361,0.9586079,0.02111849,0.00002738647,0.0001926569,0.0001829881,0.0002965458,0.001819081,0.004149531,0.00007803041,0.000521218,0.00004256547],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999431,0.00004237106,0.0002285066,0.00001581941,0.00001078599,0.000189251,0.00001949934,0.000003283517,0.00005943553],"genre_scores_gemma":[0.993983,0.0001875417,0.003894572,0.0001276218,0.00008700982,0.001106306,0.0001602443,0.000008078769,0.0004456878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005195731,"threshold_uncertainty_score":0.02747804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056236006385038,"score_gpt":0.2703995422547998,"score_spread":0.2398371821909494,"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."}}