{"id":"W2077922374","doi":"10.1111/j.1492-7535.2005.1121ao.x","title":"Effectiveness of catheter hub sanitation prior to dialysis","year":2005,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Catheter; Bacteremia; Sanitation; Hemodialysis; Central venous catheter; Infection control; Antimicrobial; Surgery; Asepsis; Dialysis catheter; Microbiology; Pathology; Antibiotics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009614716,0.0003936001,0.0003433095,0.000340793,0.0003914196,0.000650552,0.0003361625,0.0003824897,0.002701713],"category_scores_gemma":[0.005419516,0.0001223924,0.0003103541,0.0001448285,0.0002688707,0.0004852273,0.0005084712,0.000402722,0.0003486898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003250829,"about_ca_system_score_gemma":0.0006456616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00084297,"about_ca_topic_score_gemma":0.001076623,"domain_scores_codex":[0.9991298,0.0003758663,0.00007550073,0.0001009581,0.0002249361,0.00009290221],"domain_scores_gemma":[0.9972372,0.001040756,0.0007471073,0.0002597225,0.0004633885,0.0002516852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01399346,0.00390344,0.2541898,0.002643813,0.0003819176,0.001053287,0.001818201,0.002142352,0.2793856,0.0002976894,0.00195143,0.438239],"study_design_scores_gemma":[0.0004764503,0.03968233,0.701753,0.0006328642,0.0006020791,0.005103645,0.001871101,0.004177538,0.2307578,0.0003282665,0.01451795,0.00009700032],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935213,0.002545914,0.001980147,0.000229706,0.00005937645,0.00006798876,0.00004456797,0.00007591931,0.001475249],"genre_scores_gemma":[0.9964168,0.0007124373,0.002185252,0.00008112917,0.00006499271,0.00001951122,0.00009684015,0.00001158609,0.0004114421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002701713,"threshold_uncertainty_score":0.009038091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02590661654673676,"score_gpt":0.3577534746292821,"score_spread":0.3318468580825453,"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."}}