{"id":"W2013269370","doi":"10.1016/j.athoracsur.2011.07.065","title":"Long-Term Mechanical Circulatory Support of an Adult Patient With Down Syndrome","year":2012,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Coagulopathy; Ventricular assist device; Circulatory system; Surgery; Heart failure; Destination therapy; Extracorporeal; Rescue therapy; Intensive care 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":[0.001410337,0.0002697638,0.0006522143,0.0001553274,0.00004415521,0.00001246816,0.0003306234,0.0001428328,0.0004868016],"category_scores_gemma":[0.00008390132,0.0001910308,0.0002477345,0.0003102947,0.00009547156,0.0004559731,0.00006206572,0.0002174945,0.00003948117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001544206,"about_ca_system_score_gemma":0.00004828908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001038476,"about_ca_topic_score_gemma":0.000005294587,"domain_scores_codex":[0.9976785,0.000185391,0.0007405769,0.0002102713,0.0006151393,0.0005701512],"domain_scores_gemma":[0.9979813,0.0003261535,0.0002587508,0.0009281299,0.0001868964,0.0003187855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001703949,0.003980173,0.6353223,0.009751503,0.004866502,0.001252409,0.004250231,0.00388685,0.04615656,0.003665433,0.006905646,0.2782584],"study_design_scores_gemma":[0.0002278491,0.0006799373,0.3080198,0.0009303368,0.0004978161,0.002066162,0.0005663431,0.001393042,0.6825677,0.0006245016,0.0006545271,0.001771986],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981843,0.0005664939,0.0001936358,0.00005982777,0.0003696313,0.0002177113,0.0000292973,0.0001421813,0.0002368759],"genre_scores_gemma":[0.9994767,0.00002558241,0.00006933894,0.0002371161,0.00006349407,0.00002456296,0.00003127082,0.00006538664,0.000006567238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6364112,"threshold_uncertainty_score":0.7790009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05543797300013644,"score_gpt":0.3032442667952465,"score_spread":0.24780629379511,"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."}}