{"id":"W3205177607","doi":"10.1111/jocs.16073","title":"Association between continuous‐flow left ventricular assist device infections requiring long‐term antibiotic use and post‐heart transplant morbidity and mortality","year":2021,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; University Health Network","funders":"","keywords":"Medicine; Ventricular assist device; Heart transplantation; Retrospective cohort study; Proportional hazards model; Hazard ratio; Internal medicine; Transplantation; Cohort; Single Center; Destination therapy; Logistic regression; Antibiotics; Cohort study; Heart failure; Surgery; Intensive care medicine; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006402166,0.0001946859,0.0002995895,0.0003279136,0.0002669804,0.0006457486,0.0003083316,0.0004176761,0.001608809],"category_scores_gemma":[0.002289916,0.0001581386,0.000358281,0.0003903656,0.0002731195,0.0004018718,0.000359276,0.0007326381,0.0001309831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002867841,"about_ca_system_score_gemma":0.0003830363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001583444,"about_ca_topic_score_gemma":0.001845402,"domain_scores_codex":[0.9995599,0.0001066462,0.00006836235,0.0000843348,0.00008209876,0.00009861957],"domain_scores_gemma":[0.9959134,0.0009017746,0.002073435,0.0001677692,0.0002703638,0.0006731894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006914292,0.00001720984,0.9995485,0.000004318009,0.00001620778,0.00001868042,0.000008572879,0.00000937637,0.00004887743,0.00000264755,0.00001639866,0.0002400865],"study_design_scores_gemma":[0.000004802499,0.0001079449,0.9994851,0.000003902773,0.00001587017,0.0002000893,0.00003770414,0.00007744205,0.00003319104,0.000004349235,0.00002801108,0.000001652464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994605,0.0002345514,0.00003869219,0.00002591002,0.000004200263,0.000002575142,0.00009748983,0.000001067362,0.0001349768],"genre_scores_gemma":[0.9997297,0.00005610585,0.00002503603,0.00001374971,0.00001292892,0.000002445613,0.0001263976,5.455844e-7,0.00003313429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001608809,"threshold_uncertainty_score":0.005382061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02597881351608097,"score_gpt":0.2484885983527649,"score_spread":0.2225097848366839,"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."}}