{"id":"W2553911852","doi":"10.7227/mmj.0010","title":"Intraoperative glycaemic control","year":2016,"lang":"en","type":"article","venue":"Manchester Medical Journal","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003540405,0.0002087431,0.0006264739,0.001439045,0.0004248334,0.0009270806,0.0003958311,0.0002439003,0.001503235],"category_scores_gemma":[0.02040728,0.00008770717,0.000246997,0.001918173,0.0002565758,0.0004833565,0.0004823217,0.0008052445,0.0003108709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001061576,"about_ca_system_score_gemma":0.00197122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008564924,"about_ca_topic_score_gemma":0.0108801,"domain_scores_codex":[0.9942632,0.001447567,0.001199898,0.0003148475,0.002428786,0.0003456016],"domain_scores_gemma":[0.9876963,0.002448741,0.004287668,0.0006927868,0.003902306,0.0009719879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00105044,0.000211203,0.4940379,0.001196182,0.0001338907,0.0003308916,0.0007640009,0.0003524238,0.001022404,0.0004227593,0.0104457,0.4900322],"study_design_scores_gemma":[0.00004224494,0.0007386316,0.9597248,0.001870922,0.0001222467,0.000955095,0.0006713709,0.0003679656,0.001786341,0.0003259949,0.03334913,0.00004518139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7885675,0.07996938,0.01230534,0.01382587,0.001370611,0.00132276,0.005721089,0.000628088,0.09628933],"genre_scores_gemma":[0.9642571,0.02471781,0.00527807,0.001153292,0.0002541981,0.0001980139,0.001156131,0.00006250137,0.002922924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008564924,"threshold_uncertainty_score":0.01872373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009751841252683097,"score_gpt":0.2715118807510901,"score_spread":0.261760039498407,"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."}}