{"id":"W2004929754","doi":"10.1053/j.jvca.2005.05.025","title":"Pro: Tight Perioperative Glycemic Control","year":2005,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; McGill University","funders":"","keywords":"Medicine; Glycemic; Perioperative; Hypoglycemia; Intensive care medicine; Cardiac surgery; Surgery; Internal medicine; Insulin","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008783353,0.0004340254,0.0003011729,0.0003467352,0.0003369673,0.001429745,0.0002273757,0.001037972,0.01215621],"category_scores_gemma":[0.002319371,0.0001313633,0.0002378733,0.0002620262,0.0002796009,0.001106334,0.0007156627,0.002215271,0.003580583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000333883,"about_ca_system_score_gemma":0.0009083785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002044673,"about_ca_topic_score_gemma":0.000510748,"domain_scores_codex":[0.9996974,0.0001152842,0.00003352916,0.00002845319,0.00008034494,0.00004504528],"domain_scores_gemma":[0.9986174,0.0003028027,0.0002384087,0.00008288307,0.0002010216,0.000557404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005167039,0.0009536417,0.01132549,0.0006671405,0.00009200074,0.0006011395,0.00008222399,0.0003364793,0.00574272,0.008469309,0.2863461,0.6802167],"study_design_scores_gemma":[0.002961759,0.008838287,0.1212374,0.001908846,0.0004243678,0.008961894,0.0004197624,0.002088439,0.01184859,0.02046702,0.820702,0.0001415689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1785433,0.07827569,0.01851785,0.2749214,0.0522276,0.0007196635,0.004006721,0.00335488,0.3894329],"genre_scores_gemma":[0.6222232,0.0522568,0.03919156,0.1060965,0.05006637,0.001026967,0.003829475,0.0005639536,0.1247453],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01215621,"threshold_uncertainty_score":0.04066658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008646910539704816,"score_gpt":0.2726072297348243,"score_spread":0.2639603191951195,"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."}}