{"id":"W3194969768","doi":"10.1097/mph.0000000000002278","title":"Sampling Multiple Catheter Lumens to Improve Detection of Bloodstream Infection in Pediatric Oncology Patients","year":2021,"lang":"en","type":"article","venue":"Journal of Pediatric Hematology/Oncology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"National Institute of Allergy and Infectious Diseases; Agency for Healthcare Research and Quality","keywords":"Pediatric oncology; Bacteremia; Critically ill; Catheter; Sampling (signal processing); Bloodstream infection; Lumen (anatomy); Blood sampling","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":[0.002870655,0.0003687816,0.0003500508,0.0009262449,0.0004258434,0.00070363,0.0005120214,0.0003926002,0.0009230777],"category_scores_gemma":[0.01672525,0.0002266674,0.00020454,0.0006876217,0.0003715242,0.0005935517,0.0005895829,0.0005274173,0.000205912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004917256,"about_ca_system_score_gemma":0.000963836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002523358,"about_ca_topic_score_gemma":0.005508901,"domain_scores_codex":[0.9971359,0.00146841,0.0002678882,0.0002657741,0.0006795638,0.000182405],"domain_scores_gemma":[0.9918967,0.003435572,0.00259502,0.0003088601,0.001209225,0.0005546272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000321891,0.0001857195,0.96006,0.00006512638,0.00001936623,0.0002280017,0.0002976932,0.000233032,0.001475177,0.00003910993,0.0006604781,0.03641438],"study_design_scores_gemma":[0.00005242191,0.002273895,0.9836724,0.0001900442,0.00007022551,0.002258401,0.0008287621,0.003637023,0.004991143,0.00009593846,0.00191007,0.00001946866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941037,0.002292864,0.001563068,0.0004727865,0.0000462586,0.00007748475,0.0001019765,0.00005991133,0.001281969],"genre_scores_gemma":[0.993401,0.0006676145,0.005401982,0.0002644449,0.0000496774,0.00003063284,0.00006225133,0.000009350269,0.0001130689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002870655,"threshold_uncertainty_score":0.0151816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03303546005329112,"score_gpt":0.3674645964361847,"score_spread":0.3344291363828936,"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."}}