{"id":"W4213097419","doi":"10.1016/j.xjtc.2022.02.026","title":"Cuffed endotracheal tube as a cardiopulmonary bypass venous return cannula","year":2022,"lang":"en","type":"article","venue":"JTCVS Techniques","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Inferior vena cava; Surgery; Femoral vein; Coronary sinus; Cardiopulmonary bypass; Cannula; Fistula; Thrombosis; Stent; Cardiology","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":[0.0003760296,0.0005311559,0.0006125721,0.0007192097,0.0006227051,0.0007707987,0.0004941473,0.0009667551,0.00489093],"category_scores_gemma":[0.001850302,0.0002331425,0.0004622846,0.0003079708,0.0004234161,0.00059004,0.0004254074,0.002260632,0.001884635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003671504,"about_ca_system_score_gemma":0.0004848082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003849833,"about_ca_topic_score_gemma":0.0004805021,"domain_scores_codex":[0.9996018,0.00007526502,0.0000578908,0.00009924622,0.00009242124,0.00007333012],"domain_scores_gemma":[0.9994358,0.0001670041,0.00009323053,0.000082413,0.00004370202,0.0001776817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003291976,0.001935823,0.0414018,0.001007752,0.0004183221,0.4342195,0.001036311,0.001347149,0.07899852,0.002651982,0.04533118,0.3883596],"study_design_scores_gemma":[0.000648195,0.005250916,0.03777713,0.000459569,0.0002410378,0.83656,0.0002138336,0.004583472,0.02226015,0.0009785568,0.09091049,0.0001166848],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7930124,0.03665663,0.08339839,0.009536942,0.006334398,0.001012057,0.0008656575,0.006871607,0.06231197],"genre_scores_gemma":[0.9510729,0.003486786,0.02680895,0.005576961,0.002123688,0.0002767744,0.0003391688,0.0003463424,0.009968265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00489093,"threshold_uncertainty_score":0.01636177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009394345243122161,"score_gpt":0.2259510290852417,"score_spread":0.2165566838421195,"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."}}