{"id":"W2061149030","doi":"10.1097/aln.0000000000000008","title":"Variation of Arterial and Central Venous Catheter Use in United States Intensive Care Units","year":2013,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"Muscular Dystrophy Canada; Sunnybrook Health Science Centre; University of Manitoba","funders":"National Institute on Aging; Canadian Institutes of Health Research; Physicians' Services Incorporated Foundation","keywords":"Medicine; Interquartile range; Intensive care; Mechanical ventilation; Odds ratio; Central venous catheter; Emergency medicine; Cohort; Cohort study; Catheter; Internal medicine; Intensive care medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00176703,0.0002151799,0.0003184504,0.001273306,0.0003270042,0.0007015434,0.0007086567,0.0004932083,0.0007925059],"category_scores_gemma":[0.007869429,0.0002957329,0.0003839497,0.002231047,0.0003463398,0.0004945684,0.0008430656,0.0006199627,0.0001523099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009028617,"about_ca_system_score_gemma":0.0006917155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02282395,"about_ca_topic_score_gemma":0.02674796,"domain_scores_codex":[0.9974595,0.0007141479,0.00046663,0.000581888,0.000523498,0.0002543897],"domain_scores_gemma":[0.9898907,0.001724602,0.005765463,0.0005111179,0.001168561,0.0009394865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002767107,0.00001427778,0.9984657,0.000009923988,0.00003642938,0.00001470941,0.00009201314,0.00006566588,0.00005246006,0.00001541623,0.0002654522,0.0009403607],"study_design_scores_gemma":[0.000001416607,0.00001647284,0.9995895,0.000007550791,0.000005768538,0.00003343479,0.00009924859,0.0001174786,0.00002349154,0.000005555284,0.00009780816,0.000002287897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997425,0.0003442801,0.0001162301,0.0001433443,0.00001223614,0.00001082138,0.0014891,0.0000126763,0.0004463019],"genre_scores_gemma":[0.9983291,0.0001312653,0.0001072886,0.00006475232,0.000008175627,0.00001280509,0.001295108,0.000003124838,0.00004833011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02282395,"threshold_uncertainty_score":0.0453822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03848521035005681,"score_gpt":0.2952973488897717,"score_spread":0.2568121385397149,"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."}}