{"id":"W2548407108","doi":"10.1016/j.jtcvs.2016.09.065","title":"Extracorporeal membrane oxygenation postcardiotomy: “With great power comes great responsibility”","year":2016,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Oxygenation; Cardiology; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004125868,0.0006883672,0.002543465,0.0007730619,0.00008983221,0.0001371674,0.0003246025,0.00096127,0.000201733],"category_scores_gemma":[0.000156724,0.0004670934,0.002756667,0.0003085825,0.0001302835,0.0005436045,0.00005430524,0.001556653,0.00001755566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001913864,"about_ca_system_score_gemma":0.0002196856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005008378,"about_ca_topic_score_gemma":0.000001096018,"domain_scores_codex":[0.9951732,0.0006841696,0.0012104,0.0005189296,0.001798047,0.0006153008],"domain_scores_gemma":[0.9968892,0.0008235717,0.0004375257,0.00108444,0.0004855438,0.0002797338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009808536,0.00003578744,0.01251839,0.005176451,0.04055795,0.04751463,0.0001817622,0.0009556912,0.0003951948,0.00001404907,0.5951946,0.2964746],"study_design_scores_gemma":[0.0004513186,0.0001092605,0.005040699,0.00156263,0.003168591,0.01043865,0.00004324654,0.00004549911,0.001108877,0.0001787543,0.9765711,0.001281311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.622644,0.2492701,0.03129519,0.06992559,0.01468082,0.002792079,0.0006499472,0.001200897,0.007541385],"genre_scores_gemma":[0.9502144,0.006089913,0.001007043,0.02841104,0.0122866,0.00005700548,0.0001625602,0.0008292195,0.0009421728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3813766,"threshold_uncertainty_score":0.9997781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01528616351040316,"score_gpt":0.2262451191660338,"score_spread":0.2109589556556307,"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."}}