{"id":"W2045630652","doi":"10.1097/01.nan.0000313655.65410.4e","title":"Catheter Outcomes in Home Infusion","year":2008,"lang":"en","type":"article","venue":"Journal of Infusion Nursing","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dillon Consulting","funders":"","keywords":"Bloodstream infection; Medicine; Catheter; Intensive care medicine; Liberian dollar; Health care; Emergency medicine; Surgery; Business","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":[0.001031246,0.0002138325,0.0003023887,0.00115929,0.0003498638,0.0006923124,0.0003234464,0.001090834,0.01339522],"category_scores_gemma":[0.01188882,0.00007637015,0.0003115756,0.00110074,0.0003121691,0.001133543,0.000606033,0.001715491,0.00072383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006712922,"about_ca_system_score_gemma":0.001165317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003026966,"about_ca_topic_score_gemma":0.005310273,"domain_scores_codex":[0.9991636,0.0003710408,0.00007133539,0.00006217984,0.0002190307,0.0001127711],"domain_scores_gemma":[0.9916365,0.003619335,0.001401705,0.000103052,0.001250159,0.001989116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002841061,0.0002975634,0.2811593,0.0009380778,0.0001189727,0.0009945566,0.0003521178,0.0002237999,0.00004296441,0.004413251,0.4876229,0.2235523],"study_design_scores_gemma":[0.0001252653,0.0007311132,0.7999262,0.002660554,0.0002411188,0.005081632,0.001749806,0.0008103297,0.0001019226,0.008820539,0.1796819,0.00006969511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1767698,0.1232033,0.001518276,0.5301328,0.03363199,0.0001588448,0.00614286,0.0002109854,0.1282311],"genre_scores_gemma":[0.8250375,0.06001369,0.00114211,0.04907092,0.04702201,0.0002130137,0.004544828,0.00004408591,0.01291191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01339522,"threshold_uncertainty_score":0.04481149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04605723196249742,"score_gpt":0.3661046928798359,"score_spread":0.3200474609173385,"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."}}