{"id":"W1547240027","doi":"10.5737/23688076253289298","title":"Analysis of costs and benefits of transparent, gauze, or no dressing for a tunnelled central venous catheter in Canadian stem cell transplant recipients","year":2015,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Catheter; Central venous catheter; Activity-based costing; Intensive care medicine; Bloodstream infection; Nursing care; Emergency medicine; Surgery; Nursing; Business; Accounting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009693016,0.0001994474,0.0009746113,0.001545997,0.0004481412,0.00001340245,0.0002135774,0.0003763068,0.0001029089],"category_scores_gemma":[0.0000409761,0.0001806799,0.0002123708,0.0005706525,0.0001363741,0.00008578022,0.000004107227,0.0005071049,0.000001868571],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006939826,"about_ca_system_score_gemma":0.0117201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.412291,"about_ca_topic_score_gemma":0.9726917,"domain_scores_codex":[0.9968684,0.0003818645,0.000922683,0.0002642362,0.0001742263,0.001388618],"domain_scores_gemma":[0.9966037,0.0002541337,0.0004268252,0.0001715088,0.0003383682,0.002205494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002555213,0.001036926,0.7039804,0.0002015678,0.001045386,0.0002445488,0.212668,0.002710127,0.0001939558,0.00007438366,0.003130755,0.0721587],"study_design_scores_gemma":[0.02970764,0.01004392,0.8539017,0.01077657,0.01262927,0.000282172,0.0353508,0.02561083,0.0003657283,0.000205025,0.01926631,0.00186002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943026,0.001031608,0.0001303696,0.0008058804,0.00106536,0.0005589608,0.0008522439,0.000004450617,0.001248469],"genre_scores_gemma":[0.9988751,0.0002649559,0.0002460515,0.0002374888,0.0001257408,0.0000147728,0.00006385975,0.0000285345,0.0001434609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5604007,"threshold_uncertainty_score":0.9968724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09348224419499969,"score_gpt":0.3664733668235149,"score_spread":0.2729911226285152,"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."}}