{"id":"W2180582599","doi":"10.5301/ijao.5000432","title":"Emergency Percutaneous, Bicaval Double-Lumen, ECMO Cannulation in Neonates and Infants: Insights from Three Consecutive Cases","year":2015,"lang":"en","type":"article","venue":"The International Journal of Artificial Organs","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children","keywords":"Medicine; Percutaneous; Cannula; Extracorporeal membrane oxygenation; Lumen (anatomy); Surgery; Population; Anesthesia","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006445844,0.001217142,0.0007053266,0.00132562,0.001267052,0.0008373354,0.0008817528,0.002172256,0.0009339031],"category_scores_gemma":[0.004319205,0.0006065987,0.0006056218,0.0007978171,0.00109604,0.0008566962,0.001353904,0.00143535,0.0004127784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007604894,"about_ca_system_score_gemma":0.0007021972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291071,"about_ca_topic_score_gemma":0.001288086,"domain_scores_codex":[0.9992296,0.0001138666,0.0001428491,0.0001519597,0.0001316279,0.0002301889],"domain_scores_gemma":[0.9981692,0.0004812976,0.0006024927,0.0001372768,0.0001281122,0.0004815604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001101139,0.0001433276,0.1653482,0.0000848471,0.00002265931,0.8257599,0.001294825,0.0001182388,0.001274712,0.0001407843,0.0002627186,0.005439772],"study_design_scores_gemma":[0.00001158885,0.0002237382,0.06400808,0.00002944324,0.00002165826,0.9334336,0.0008703639,0.0001703986,0.0006139886,0.00008894067,0.0005070123,0.0000211429],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959998,0.001793685,0.0009748433,0.000144877,0.00003361709,0.00006296758,0.00004460052,0.00002027046,0.0009254063],"genre_scores_gemma":[0.9972519,0.001235942,0.0009421862,0.0001384107,0.0001052455,0.00004565346,0.000080814,0.00001177049,0.0001880776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002172256,"threshold_uncertainty_score":0.005517781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03319971021206338,"score_gpt":0.2585759991442562,"score_spread":0.2253762889321928,"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."}}