{"id":"W4401514491","doi":"10.3390/cancers16162821","title":"Perioperative Management of Patients with Diabetes and Cancer: Challenges and Opportunities","year":2024,"lang":"en","type":"review","venue":"Cancers","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"","keywords":"Medicine; Perioperative; Diabetes mellitus; Intensive care medicine; Cancer; Diabetes management; MEDLINE; Type 2 diabetes; Surgery; Internal medicine; Endocrinology","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":[0.002518683,0.000794062,0.002320571,0.002332403,0.0005051789,0.002031433,0.0008245422,0.001830132,0.001893804],"category_scores_gemma":[0.007921545,0.000335373,0.00147641,0.003427525,0.0005643043,0.001938947,0.0008533229,0.001752215,0.0002869159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121987,"about_ca_system_score_gemma":0.00501186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003323113,"about_ca_topic_score_gemma":0.006897632,"domain_scores_codex":[0.9982773,0.0007701264,0.0004206813,0.00009148221,0.0003616153,0.00007875377],"domain_scores_gemma":[0.9950729,0.003355056,0.0008897439,0.00004746414,0.0005144629,0.000120302],"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":[0.0001545118,0.00006706281,0.001013653,0.2851783,0.0008978127,0.000351452,0.000563417,0.0002833499,0.0002833848,0.002769687,0.01889111,0.6895462],"study_design_scores_gemma":[0.0001072426,0.0003030085,0.006790042,0.5595558,0.003782969,0.003580767,0.002071363,0.0002085062,0.0002325049,0.004369516,0.4189197,0.00007870061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006341014,0.9993414,0.00001818816,0.0003751311,0.00007887487,0.000003566808,0.00000355556,8.221211e-7,0.0001149779],"genre_scores_gemma":[0.000774983,0.9987733,0.00009422166,0.0002134201,0.00009917285,0.00000883553,0.000005380929,3.470074e-7,0.00003036983],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003323113,"threshold_uncertainty_score":0.01332021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0594253966208881,"score_gpt":0.3215839426921387,"score_spread":0.2621585460712507,"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."}}