{"id":"W7096357778","doi":"","title":"and 4Anesthesia, University Health Network (Toronto General Hospital, Toronto Western Hospital, and Princess Margaret Hospital),","year":2016,"lang":"en","type":"article","venue":"","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chlorhexidine; Bacteremia; Colonization; Central venous catheter; Catheter; Intensive care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007315142,0.0008265438,0.0008473077,0.0002085345,0.0005108331,0.0008295817,0.0003839155,0.001081377,0.01402094],"category_scores_gemma":[0.001070277,0.0002844433,0.0006921386,0.0004066898,0.0005725324,0.0003326154,0.0002457987,0.001075592,0.0007768769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300469,"about_ca_system_score_gemma":0.003144139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009023954,"about_ca_topic_score_gemma":0.03243082,"domain_scores_codex":[0.9996069,0.0001856636,0.00002507059,0.00006970671,0.00003465027,0.00007805939],"domain_scores_gemma":[0.9990441,0.0001324566,0.0001488337,0.00002991443,0.00007500912,0.0005696337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8647045,0.007628595,0.0182097,0.005145488,0.002214241,0.0003356182,0.0001856373,0.0005881322,0.00445194,0.0008763148,0.01317745,0.08248217],"study_design_scores_gemma":[0.7627751,0.09953437,0.1130709,0.0008585713,0.002099995,0.0002406833,0.00020061,0.001029772,0.001106584,0.0003815613,0.0186474,0.00005432043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.947799,0.03041093,0.0003611073,0.003309319,0.00213644,0.002183716,0.003712012,0.00008288937,0.01000449],"genre_scores_gemma":[0.9600909,0.01362819,0.001425455,0.003227095,0.001230252,0.003056859,0.002948674,0.0000114993,0.0143811],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9859791,"threshold_uncertainty_score":0.04690474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296035111991425,"score_gpt":0.2868543394660356,"score_spread":0.2738939883461214,"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."}}