{"id":"W2018347071","doi":"10.1186/cc5287","title":"Variable adsorption of insulin at catheter materials used in intensive care units: polyethylene vs polyurethane – possible cause for hypoglycemia during intensive insulin treatment?","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hypoglycemia; Insulin; Adsorption; Polyurethane; Intensive care; Polyethylene; Intensive care medicine; Internal medicine; Materials science; Organic chemistry; Composite material; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007860265,0.0003651825,0.0003978092,0.0002664154,0.0002372321,0.0005689144,0.0004023498,0.0008210568,0.001077137],"category_scores_gemma":[0.001841254,0.0001985867,0.0004924388,0.0002973784,0.0003579638,0.0005856346,0.0002446773,0.0005166031,0.0001673376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583227,"about_ca_system_score_gemma":0.0001358437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004829632,"about_ca_topic_score_gemma":0.0003119135,"domain_scores_codex":[0.9992446,0.0003076243,0.00005056931,0.00008774277,0.0001724382,0.0001369718],"domain_scores_gemma":[0.9983593,0.0007632841,0.0005034839,0.0001082473,0.0001704666,0.00009534943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004649595,0.0007627459,0.1125624,0.0007985759,0.0002300513,0.00267265,0.0003534521,0.0007209195,0.8341853,0.0001862595,0.0001562496,0.04272174],"study_design_scores_gemma":[0.00008606091,0.006843191,0.1863725,0.00008002474,0.0004162273,0.005455521,0.0006103887,0.004162773,0.7938034,0.0002653025,0.001851074,0.00005345147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950442,0.002994533,0.001419033,0.0001244492,0.00003031554,0.00002240215,0.00001451969,0.000009036073,0.000341519],"genre_scores_gemma":[0.9979991,0.0007792273,0.0008341154,0.000100914,0.00004060961,0.000006295365,0.00002949986,0.000004431738,0.0002058789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001077137,"threshold_uncertainty_score":0.004156947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05896910878550433,"score_gpt":0.3692466417384144,"score_spread":0.3102775329529101,"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."}}