{"id":"W4322505046","doi":"10.1016/j.jcjd.2023.02.006","title":"Impact of Comorbidity on Hospitalization and Emergency Room Visits in Adults With Diabetes: A Longitudinal Study of Alberta’s Tomorrow Project","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"Alberta Health; Alberta Cancer Foundation; Alberta Health Services","keywords":"Medicine; Comorbidity; Diabetes mellitus; Confidence interval; Depression (economics); Incidence (geometry); Rate ratio; Emergency department; Type 2 diabetes; Emergency medicine; Internal medicine; Pediatrics; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001482211,0.0007953691,0.0007248095,0.001930817,0.003229359,0.002180582,0.003090325,0.001694124,0.001819316],"category_scores_gemma":[0.003612495,0.0009226838,0.00174257,0.006039614,0.0008117542,0.00110107,0.002625138,0.002687072,0.0003147319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01442323,"about_ca_system_score_gemma":0.0193664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9755986,"about_ca_topic_score_gemma":0.9826192,"domain_scores_codex":[0.9981724,0.0003088219,0.0001384644,0.0002250162,0.0004556801,0.0006994728],"domain_scores_gemma":[0.9967237,0.0001842316,0.0006646747,0.0002079277,0.001071925,0.001147496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009163743,0.0001251339,0.9972484,0.00001108653,0.0001446227,0.00007794915,0.0003738406,0.00005786245,0.00004024438,0.00006107001,0.0007382255,0.001029867],"study_design_scores_gemma":[0.00000850158,0.00002051222,0.9983888,0.00001967724,0.00004823759,0.00003201228,0.001105206,0.0001090751,0.000009581911,0.00001863435,0.000231121,0.000008766398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929616,0.0007884327,0.00008654876,0.0006340091,0.00004721433,0.00004563571,0.003977977,0.00001119245,0.001447449],"genre_scores_gemma":[0.9945939,0.0005790335,0.0001829795,0.0002563485,0.00002710816,0.00003822918,0.003035281,0.000008223761,0.00127889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02440143,"threshold_uncertainty_score":0.1046484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201916219504626,"score_gpt":0.2904709387264616,"score_spread":0.2684517765314154,"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."}}