{"id":"W4411290248","doi":"10.1016/j.resuscitation.2025.110678","title":"A single center experience and outcomes with central and peripheral cannulations for paediatric extracorporeal cardiopulmonary resuscitation","year":2025,"lang":"en","type":"article","venue":"Resuscitation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; CARE Canada; Hospital for Sick Children; University of Ottawa","funders":"Hospital for Sick Children","keywords":"Medicine; Extracorporeal cardiopulmonary resuscitation; Cardiopulmonary resuscitation; Peripheral; Extracorporeal; Resuscitation; Center (category theory); Anesthesia; Emergency medicine; Intensive care medicine; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009039218,0.0001297721,0.0001513625,0.0001163124,0.0001108894,0.00006692802,0.00004459781,0.00006242457,0.000002873029],"category_scores_gemma":[0.00005578939,0.0001191918,0.0000305921,0.0001805397,0.00004119559,0.0003035358,0.00001136981,0.00005874716,2.214115e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007747664,"about_ca_system_score_gemma":0.00002134907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001852432,"about_ca_topic_score_gemma":0.00007402217,"domain_scores_codex":[0.9991926,0.00002431213,0.0002183154,0.0002246953,0.0001306233,0.0002094547],"domain_scores_gemma":[0.9995881,0.0001189843,0.00003853659,0.0001116906,0.00006413358,0.00007850243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001328653,0.00005415396,0.9595143,0.0005574329,0.0001219427,0.000009307711,0.003205206,0.01034463,0.002794128,0.006414457,0.0003390972,0.01651245],"study_design_scores_gemma":[0.0009366483,0.00005994548,0.9375231,0.00005347361,0.00005724175,0.000005719794,0.000643827,0.05792496,0.0001462577,0.001583593,0.0008413396,0.0002239254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626434,0.0003114073,0.03534907,0.0001587336,0.0002604803,0.000459724,0.00004032896,0.0001234734,0.000653339],"genre_scores_gemma":[0.9965169,0.00001036855,0.003155808,0.00004521181,0.00004103595,0.0001045083,0.00006750301,0.00001641269,0.00004226097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04758032,"threshold_uncertainty_score":0.4860502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346336100472393,"score_gpt":0.243644764152507,"score_spread":0.230181403147783,"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."}}