{"id":"W2009508759","doi":"10.1371/journal.pmed.0030456","title":"Intensive Insulin Therapy in Intensive Care: An Example of the Struggle to Implement Evidence-Based Medicine","year":2006,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Medicine; Intensive care medicine; Alternative medicine; Critical appraisal; Evidence-based medicine; Clinical trial; MEDLINE; Health care; Critically ill; Intensive care; Clinical Practice; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003354144,0.0003171599,0.000938202,0.000289678,0.00007417966,0.000004670979,0.0003030153,0.0001225236,0.0005651442],"category_scores_gemma":[0.002499033,0.0001776222,0.0001030692,0.0006447468,0.0003913917,0.00008186178,0.00007003287,0.0003433818,0.000007224599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001753477,"about_ca_system_score_gemma":0.0002158945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01323979,"about_ca_topic_score_gemma":0.0007174643,"domain_scores_codex":[0.9970207,0.0001510557,0.0009687038,0.000510827,0.0008866153,0.0004620558],"domain_scores_gemma":[0.9952153,0.0005137059,0.0001707769,0.0007877931,0.003048284,0.0002641697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01612722,0.001654607,0.4527287,0.001087076,0.0004134112,0.000352809,0.06328553,0.0001308952,0.3680243,0.002831555,0.03600239,0.05736151],"study_design_scores_gemma":[0.09797835,0.06557742,0.5733255,0.03060325,0.001543132,0.00009965458,0.1030841,0.001919906,0.07863682,0.002775034,0.04289281,0.001564123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9576848,0.003756004,0.00008200803,0.03569287,0.0004123469,0.001605634,0.00001613182,0.00003720112,0.0007129781],"genre_scores_gemma":[0.9779155,0.0001472151,0.0001291191,0.02091986,0.0005644857,0.0001074935,0.00008276552,0.00003276455,0.0001008409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2893875,"threshold_uncertainty_score":0.9933311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09058683139901086,"score_gpt":0.3318677377581124,"score_spread":0.2412809063591015,"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."}}