{"id":"W1968399442","doi":"10.1097/nan.0b013e3182706ab8","title":"Decreasing Central Line Infections and Needlestick Injury Rates","year":2012,"lang":"en","type":"article","venue":"Journal of Infusion Nursing","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Workplace Safety and Insurance Board; World Health Organization","keywords":"Medicine; Antimicrobial; Statistical significance; Needlestick injury; Clinical Practice; Emergency medicine; Intensive care medicine; Internal medicine; Human immunodeficiency virus (HIV); Family medicine; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006476406,0.0001133729,0.0002812074,0.0002272584,0.0007184178,0.00001907205,0.00005724386,0.0001241126,0.0002390256],"category_scores_gemma":[0.0003097154,0.00008854973,0.000106718,0.0001937288,0.00006062396,0.0003566446,0.00002878127,0.0005592035,0.00001254318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000241272,"about_ca_system_score_gemma":0.0001507028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004168423,"about_ca_topic_score_gemma":0.000005178245,"domain_scores_codex":[0.9984291,0.0002014158,0.0005997852,0.00006818738,0.0001838468,0.0005176349],"domain_scores_gemma":[0.9985681,0.0002718345,0.0004683585,0.00008832118,0.0001901223,0.0004133084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003863679,0.001154493,0.783526,0.0001049646,0.00008528465,0.000007019573,0.03397851,0.0000399196,0.0246021,0.001074882,0.006599575,0.1484409],"study_design_scores_gemma":[0.00292222,0.001140281,0.9429592,0.005311436,0.0007555906,0.0004782787,0.01547864,0.001062701,0.002213676,0.002678701,0.02441938,0.0005798786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929523,0.001041158,0.001824746,0.0009331512,0.001871548,0.0001225977,0.000002888287,0.00001425915,0.001237325],"genre_scores_gemma":[0.9954399,0.0005308522,0.002052822,0.0003310305,0.001543164,9.601849e-7,0.000001891172,0.00001589285,0.00008341752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1594332,"threshold_uncertainty_score":0.5525562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03745634464945193,"score_gpt":0.3948311350764632,"score_spread":0.3573747904270113,"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."}}