{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006544221,0.0001084764,0.0003149723,0.0001678875,0.0001014831,0.000005454609,0.00006543219,0.0001929428,0.0001344369],"category_scores_gemma":[0.000163484,0.00008937106,0.00002723061,0.000181777,0.00007671491,0.00008503611,0.00003504496,0.0001853269,0.00002886759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005791788,"about_ca_system_score_gemma":0.00007608679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01457622,"about_ca_topic_score_gemma":0.0008213017,"domain_scores_codex":[0.9986413,0.0003980152,0.0003354917,0.0001777158,0.00004934987,0.0003981128],"domain_scores_gemma":[0.9987308,0.0003541045,0.0001447701,0.0001552519,0.0005429553,0.00007209669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003114984,0.0001342422,0.6921148,0.0001803103,0.00005051283,0.00002716509,0.3007083,0.00008769961,0.003957712,0.0004458619,0.0003790969,0.00160284],"study_design_scores_gemma":[0.0007082816,0.0004217543,0.9779897,0.00005981282,0.00002670011,0.000004309456,0.01884077,0.0002199805,0.00003972887,0.0004041244,0.001181627,0.0001032396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990864,0.00007495384,0.000008022472,0.0001758527,0.0001457043,0.0004603854,0.00001884287,0.00001645623,0.00001338035],"genre_scores_gemma":[0.9979098,0.0001521742,0.00005278881,0.001496906,0.00005633353,0.00003891365,0.0002472883,0.00001327411,0.00003254299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2858749,"threshold_uncertainty_score":0.9919858,"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."}}