{"id":"W2478812356","doi":"10.1002/ccd.26632","title":"Impacts of early cardiac catheterization for children with congenital heart disease supported by extracorporeal membrane oxygenation","year":2016,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Cardiac catheterization; Weaning; Surgery; Retrospective cohort study; Heart disease; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000232652,0.0001870516,0.0003254162,0.0001112223,0.00006256366,0.00004023913,0.00008711475,0.00007577112,0.00004635254],"category_scores_gemma":[0.00003371369,0.0001475769,0.0006593541,0.0001426421,0.00006401966,0.0003123991,0.0000164617,0.00003803236,0.000003500256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002799211,"about_ca_system_score_gemma":0.00002005937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001186785,"about_ca_topic_score_gemma":0.000001837208,"domain_scores_codex":[0.9988523,0.00006659626,0.0003812731,0.0002747149,0.0002339201,0.0001912169],"domain_scores_gemma":[0.9992317,0.00002242943,0.00007610955,0.0003410195,0.0001434124,0.0001853594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002491864,0.0004306514,0.3153225,0.001528352,0.01167682,0.000004810971,0.0005376182,0.0008792151,0.6400185,0.001729971,0.0007494354,0.02687286],"study_design_scores_gemma":[0.004126432,0.0007046637,0.889504,0.0005687595,0.003314953,0.000024021,0.00006193048,0.00129317,0.09734525,0.0002920272,0.001609385,0.001155404],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7872716,0.0007573129,0.2101705,0.00002293956,0.0001123989,0.0006370225,0.0008930495,0.0001181548,0.00001700035],"genre_scores_gemma":[0.9986917,0.00006428222,0.0001731024,0.00001060604,0.00004073388,0.0001606574,0.0007728233,0.00005457921,0.00003154897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5741814,"threshold_uncertainty_score":0.6018013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194458789525614,"score_gpt":0.2209601294053141,"score_spread":0.2090155415100579,"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."}}