{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006528328,0.0001472739,0.0005441571,0.0005080064,0.0005055972,0.000006476801,0.0001814794,0.0001807396,0.0004209095],"category_scores_gemma":[0.0001308849,0.0001061842,0.0002625915,0.0002767185,0.00006529609,0.0002301108,0.00004318888,0.0008040396,0.0000576317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004480558,"about_ca_system_score_gemma":0.0002514051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007158772,"about_ca_topic_score_gemma":0.00002475358,"domain_scores_codex":[0.9977238,0.0002326524,0.001071105,0.0001219589,0.0004136606,0.0004368025],"domain_scores_gemma":[0.9985604,0.0002379113,0.0006408005,0.0001812996,0.0002079081,0.0001716485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003530302,0.001174922,0.9069459,0.00004531357,0.00003368852,0.0002104447,0.05287581,0.00007538137,0.008269577,0.0000913204,0.006859401,0.02306516],"study_design_scores_gemma":[0.003441993,0.00055997,0.9830391,0.001771469,0.00005904378,0.0001828225,0.003337525,0.0001826232,0.0002086005,0.001127671,0.005797656,0.0002914671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939796,0.0002345631,0.0001729868,0.001814331,0.001489489,0.0001750572,0.000002251576,0.00001424229,0.002117452],"genre_scores_gemma":[0.9969993,0.0005672221,0.0008641474,0.000682513,0.0003185538,0.000002144613,0.000001661535,0.00002050156,0.0005440196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07609321,"threshold_uncertainty_score":0.4608664,"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."}}