{"id":"W2640150346","doi":"10.1016/j.healun.2017.06.007","title":"An ISHLT consensus document for prevention and management strategies for mechanical circulatory support infection","year":2017,"lang":"en","type":"review","venue":"The Journal of Heart and Lung Transplantation","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":201,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; St. Paul's Hospital","funders":"International Society for Heart and Lung Transplantation","keywords":"Medicine; Economic shortage; Intensive care medicine; Heart failure; Circulatory system; Destination therapy; Heart transplantation; Quality of life (healthcare); Artificial heart; Cardiology; Nursing","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":[0.001184037,0.0001999853,0.0005821016,0.0001092912,0.0001626893,0.0001066293,0.00009285095,0.0001470902,0.000006787339],"category_scores_gemma":[0.000003918576,0.0001454175,0.0001872927,0.00002448409,0.00002563369,0.0002559859,0.000004021111,0.0001616561,4.559915e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000383464,"about_ca_system_score_gemma":0.00005132104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002332057,"about_ca_topic_score_gemma":0.00001676778,"domain_scores_codex":[0.9988909,0.0001033517,0.0005874787,0.000123567,0.000147464,0.0001472616],"domain_scores_gemma":[0.9992929,0.0001534554,0.00027264,0.0001481501,0.00005312048,0.00007975684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004292004,0.0001072492,0.00004142556,0.2742546,0.002970071,0.0000282051,0.0008967468,0.000723923,0.0003960709,0.009052782,0.001318972,0.7097808],"study_design_scores_gemma":[0.003745291,0.001951872,0.000804879,0.01652994,0.02634188,0.003761998,0.0002776504,0.005281366,0.0001218015,0.01199006,0.9280498,0.001143429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004198977,0.9313502,0.06048909,0.00003674893,0.0008852936,0.002869959,0.00006718239,0.00005451324,0.00004801388],"genre_scores_gemma":[0.03258888,0.9661765,0.0008971802,0.00001002072,0.0001547915,0.00006132454,0.00006513232,0.00003609041,0.00001005736],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9267309,"threshold_uncertainty_score":0.5929952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05376149680750787,"score_gpt":0.3592143478831105,"score_spread":0.3054528510756027,"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."}}