{"id":"W1964287187","doi":"10.1016/j.jcjd.2014.10.004","title":"Evaluation of Protocol-Guided Scheduled Basal-Nutritional-Correction Insulin Over Standard Care for Vascular Surgery Patients","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Lions Gate Hospital; Richmond Hospital; Vancouver General Hospital","funders":"Vancouver Coastal Health Research Institute; Health Research Board","keywords":"Medicine; Hypoglycemia; Insulin; Basal (medicine); Diabetes mellitus; Internal medicine; Retrospective cohort study; Surgery; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.004737934,0.0004392892,0.0007975526,0.0005510343,0.0005333048,0.00139529,0.0007018426,0.0004586717,0.001348293],"category_scores_gemma":[0.01499951,0.0002480678,0.0006605117,0.0004791168,0.0003267282,0.0007283158,0.0005104184,0.0007960572,0.0001445271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002586558,"about_ca_system_score_gemma":0.004581976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003367004,"about_ca_topic_score_gemma":0.005199209,"domain_scores_codex":[0.9972832,0.001510294,0.0003207073,0.0002442436,0.0005081862,0.0001332973],"domain_scores_gemma":[0.9949122,0.002028711,0.00105186,0.0003021188,0.0008306165,0.0008745358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3075863,0.02878492,0.1975544,0.001633738,0.001393974,0.000290367,0.001272551,0.00539003,0.004809717,0.001027258,0.004278255,0.4459786],"study_design_scores_gemma":[0.04173246,0.3293542,0.5815049,0.001576099,0.00321422,0.0005888946,0.00227655,0.02188811,0.007884277,0.001314906,0.008434373,0.0002308224],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924373,0.0008785959,0.001227602,0.0003987049,0.000153179,0.001444486,0.0002230668,0.00007925947,0.003157776],"genre_scores_gemma":[0.9922038,0.0003781508,0.005569404,0.0004037159,0.00003334962,0.0009543577,0.0002310551,0.00001256089,0.00021358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004737934,"threshold_uncertainty_score":0.02505684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04130118530797511,"score_gpt":0.3127112254913654,"score_spread":0.2714100401833903,"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."}}