{"id":"W4387439853","doi":"10.1111/dme.15236","title":"Hospital admissions among people with diabetes: A systematic review","year":2023,"lang":"en","type":"review","venue":"Diabetic Medicine","topic":"Hyperglycemia and glycemic control in critically ill and hospitalized patients","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; MEDLINE; Population; Disease; Type 1 diabetes; Pediatrics; Internal medicine; Intensive care medicine; Endocrinology; Environmental health","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":[0.005918749,0.001222442,0.006006277,0.01256388,0.0006121452,0.002140241,0.001359468,0.001561926,0.003224962],"category_scores_gemma":[0.03172012,0.00102216,0.00674422,0.01372081,0.000666265,0.002098958,0.001418451,0.0009398028,0.0002211402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003156332,"about_ca_system_score_gemma":0.006451494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00650308,"about_ca_topic_score_gemma":0.01841609,"domain_scores_codex":[0.9902645,0.002910202,0.004415438,0.0006394575,0.001424773,0.0003456385],"domain_scores_gemma":[0.9704141,0.01824502,0.008671715,0.0002854686,0.002027061,0.000356639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002341283,0.00002132487,0.005619594,0.9616795,0.01094517,0.0002290037,0.0003838417,0.00006187575,0.00009522954,0.0001045429,0.001533285,0.01909254],"study_design_scores_gemma":[0.0003260363,0.0002853859,0.02087948,0.9002629,0.0617187,0.001316255,0.0009309729,0.00007600641,0.0001401281,0.0001898451,0.0138199,0.00005436945],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003444426,0.9951307,0.00006138613,0.0002355991,0.00009421903,0.0002605078,0.0005695109,0.00000488893,0.0001988245],"genre_scores_gemma":[0.04092594,0.9565346,0.0005249452,0.0005868716,0.0001264517,0.0006944122,0.0004909781,0.00000520506,0.0001107128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01256388,"threshold_uncertainty_score":0.03130174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02842329723567912,"score_gpt":0.3224065354085234,"score_spread":0.2939832381728443,"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."}}