{"id":"W4295897797","doi":"10.1007/s00277-022-04969-7","title":"Catheter management across patients with hematologic malignancies and catheter-related blood stream infections: a systematic review","year":2022,"lang":"en","type":"review","venue":"Annals of Hematology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; McMaster University; Mount Sinai Hospital; Health Sciences Centre; University of Toronto; Hamilton Health Sciences; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Observational study; Internal medicine; Catheter; Bacteremia; Population; Coagulopathy; Hematology; Intensive care medicine; Surgery; Antibiotics","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":[0.0008921636,0.0007147797,0.006191409,0.0002995809,0.0007120786,0.00001233535,0.00046248,0.0003378377,0.0004811515],"category_scores_gemma":[0.0001807436,0.0004709166,0.00083947,0.0006008637,0.0002034366,0.00008124392,0.0005495113,0.0007876056,0.00006693837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004137071,"about_ca_system_score_gemma":0.0001402725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005827622,"about_ca_topic_score_gemma":0.00004040514,"domain_scores_codex":[0.9935976,0.001600375,0.002651806,0.0007605687,0.0003907042,0.0009989985],"domain_scores_gemma":[0.9949173,0.0008971288,0.002767331,0.001082563,0.00017021,0.0001654144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000007879336,0.001341881,0.0007593974,0.9912531,0.002280819,0.000072762,0.0007806633,5.571286e-8,5.721135e-9,0.0008526306,0.0006496111,0.002001183],"study_design_scores_gemma":[0.001070881,0.001168993,0.00002673157,0.833002,0.01604247,0.0006794091,0.0004975267,7.080226e-7,7.085055e-7,0.000225928,0.146293,0.0009916985],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002103353,0.9896149,0.000003694991,0.0001173436,0.0001836679,0.007147166,0.0003111409,0.00008827614,0.0004304537],"genre_scores_gemma":[0.0008267978,0.994406,0.00003481508,0.0006362,0.000009504312,0.003355752,0.0003907629,0.00008649143,0.0002536675],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1582512,"threshold_uncertainty_score":0.9997743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07435339723439391,"score_gpt":0.3967337928334751,"score_spread":0.3223803955990812,"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."}}