{"id":"W4212815462","doi":"10.1016/j.jtcvs.2021.10.077","title":"Long-term survival and quality of life after extracorporeal membrane oxygenation","year":2022,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Health; Winnipeg Regional Health Authority","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Quality of life (healthcare); Retrospective cohort study; Life support; Survival rate; Surgery; Emergency medicine; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001346407,0.0003830346,0.0004846171,0.0007616596,0.0006406262,0.001321117,0.0004582151,0.001042962,0.001796849],"category_scores_gemma":[0.004156676,0.0001160284,0.001448079,0.000795987,0.0006308678,0.001270589,0.0009168914,0.001361098,0.0003521372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006291356,"about_ca_system_score_gemma":0.0004904098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002596023,"about_ca_topic_score_gemma":0.003913524,"domain_scores_codex":[0.9993772,0.0001464031,0.00008798125,0.00007187911,0.0001077305,0.0002087651],"domain_scores_gemma":[0.9955824,0.0006717786,0.001716249,0.0001950665,0.0006347212,0.001199834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001523877,0.0003650627,0.9909132,0.00005273948,0.0004951091,0.00024148,0.0002074419,0.000237941,0.0003604502,0.00006472978,0.0001893249,0.00534868],"study_design_scores_gemma":[0.00001938374,0.0008233911,0.9977911,0.000022809,0.0001944398,0.0001932021,0.0002597929,0.0002145569,0.0001071135,0.0001170343,0.0002392665,0.00001795278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975431,0.001074032,0.00007999141,0.0001176221,0.0000370075,0.000006704774,0.0003838013,0.000003482434,0.0007543106],"genre_scores_gemma":[0.998755,0.0001902779,0.00002945597,0.00006172451,0.00003582941,0.000005748396,0.0005777279,0.000001388726,0.0003427737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002596023,"threshold_uncertainty_score":0.00712055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321042708653676,"score_gpt":0.2596273182102941,"score_spread":0.2264168911237573,"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."}}