{"id":"W4200229080","doi":"10.1161/circ.144.suppl_2.13945","title":"Abstract 13945: Central Cannulation During Pediatric Extracorporeal Cardiopulmonary Resuscitation is Faster Than Peripheral Approaches","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Extracorporeal cardiopulmonary resuscitation; Resuscitation; Cardiopulmonary resuscitation; Extracorporeal membrane oxygenation; Extracorporeal; Peripheral; Anesthesia; Retrospective cohort study; Intensive care unit; Emergency medicine; Surgery; Internal medicine","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":[0.001957318,0.0002303872,0.0002519791,0.0004606323,0.0002104058,0.0007819843,0.0003623734,0.0002556374,0.005955181],"category_scores_gemma":[0.007274363,0.0001252054,0.0003528994,0.0009127737,0.000425899,0.0007023424,0.0004653,0.0005974037,0.0005151314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002646576,"about_ca_system_score_gemma":0.0004593287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004947911,"about_ca_topic_score_gemma":0.0004063979,"domain_scores_codex":[0.9988002,0.0002851643,0.0002067832,0.0002966317,0.0002775297,0.0001336606],"domain_scores_gemma":[0.9854012,0.002665475,0.01055234,0.0002921056,0.0005356794,0.0005532235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002465844,0.00001627878,0.9948215,0.00006009472,0.0000625213,0.00008570703,0.00004105431,0.00004874074,0.0001815545,0.00004062279,0.0002900405,0.004105324],"study_design_scores_gemma":[0.00001129032,0.0001938325,0.9975534,0.00005437643,0.00005347365,0.001129232,0.0001233088,0.000232706,0.0002057862,0.00006555085,0.0003734143,0.000003612882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996482,0.0008726922,0.0005819884,0.0002254623,0.00002691357,0.00001435687,0.0008546631,0.00001240514,0.000929385],"genre_scores_gemma":[0.9990032,0.0002230709,0.0001977711,0.00004187171,0.00005083839,0.00001217075,0.0003511146,0.000005244869,0.000114649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005955181,"threshold_uncertainty_score":0.01992208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02954564823113603,"score_gpt":0.2137359465129934,"score_spread":0.1841902982818573,"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."}}