{"id":"W2026046709","doi":"10.1097/pcc.0b013e318292dd10","title":"Extracorporeal Membrane Oxygenation Circuitry","year":2013,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Extracorporeal membrane oxygenation; Medicine; Extracorporeal; Oxygenation; Anesthesia; Extracorporeal circulation; Biomedical engineering; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001807447,0.0002348638,0.0003323518,0.0001810629,0.00006110013,0.00002639234,0.0002134944,0.0001739633,0.005739764],"category_scores_gemma":[0.0005994321,0.0002045867,0.00006845421,0.0003949913,0.00008340905,0.0002339114,0.00002567252,0.0003338425,0.0006097401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008562169,"about_ca_system_score_gemma":0.00002452286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005076091,"about_ca_topic_score_gemma":0.000005432965,"domain_scores_codex":[0.9981365,0.00003564023,0.0005026433,0.0003026666,0.0005733249,0.000449182],"domain_scores_gemma":[0.9985443,0.0003967756,0.00002454068,0.0003203628,0.0002685856,0.0004454218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000490257,0.0006465882,0.2507876,0.0391412,0.0003703083,0.001562388,0.01167018,0.001882317,0.06628449,0.1224142,0.218043,0.2871487],"study_design_scores_gemma":[0.01424414,0.002930533,0.6665218,0.0006246945,0.005656764,0.001100972,0.0226308,0.1269702,0.01274607,0.07491446,0.06085433,0.01080527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8601034,0.02175841,0.02077301,0.003168981,0.00601315,0.001304943,0.0000434734,0.002780182,0.0840544],"genre_scores_gemma":[0.9968364,0.00005400301,0.0002473078,0.0002981226,0.002343431,0.00007674878,0.00006228498,0.0000512876,0.00003040539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4157342,"threshold_uncertainty_score":0.9951691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01614538504868216,"score_gpt":0.2537090142786602,"score_spread":0.237563629229978,"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."}}