{"id":"W2994552779","doi":"10.1503/cmaj.190564","title":"Diabetes, Obesity and Nutrition Strategic Clinical Network","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Obesity; Diabetes mellitus; Gerontology; Medicine; Key (lock); Environmental health; Computer science; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001064236,0.0004425242,0.0004973458,0.0009899692,0.001753835,0.00222669,0.001575085,0.001030845,0.1118276],"category_scores_gemma":[0.003289282,0.00024421,0.0002836875,0.00168821,0.0004131036,0.0004649967,0.001355692,0.002013719,0.02223687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009983966,"about_ca_system_score_gemma":0.03996038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4612629,"about_ca_topic_score_gemma":0.7434304,"domain_scores_codex":[0.9990888,0.0001224187,0.00003858587,0.00008681093,0.0004273338,0.0002361393],"domain_scores_gemma":[0.9946625,0.0002274573,0.0001756421,0.00006624673,0.00184914,0.003019102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001180626,0.00006439736,0.004329141,0.00007699957,0.000009090631,0.00007170335,0.00002455641,0.00006292948,0.00005628672,0.001204913,0.93941,0.05457192],"study_design_scores_gemma":[0.0005383215,0.0001055139,0.05201069,0.0008573311,0.00005761376,0.0002516948,0.0004261805,0.0006465334,0.000102604,0.002465364,0.9425128,0.00002529332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01197673,0.01114572,0.001348584,0.1396353,0.007267481,0.001260815,0.08295668,0.000999658,0.7434091],"genre_scores_gemma":[0.09831273,0.02085138,0.009956546,0.04685714,0.006602891,0.001379198,0.1220104,0.0005090566,0.6935207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5387371,"threshold_uncertainty_score":0.917156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208221094349523,"score_gpt":0.2684073260623164,"score_spread":0.2563251151188212,"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."}}