{"id":"W4224233808","doi":"10.1016/j.jcjd.2022.03.012","title":"Impact of Diabetes on Inpatient Length of Stay in Adult Mental Health Services in a Community Hospital Setting: A Retrospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Southlake Regional Health Center","funders":"","keywords":"Medicine; Mental health; Type 2 diabetes; Retrospective cohort study; Cohort; Diabetes mellitus; Population; Cohort study; Psychiatry; Environmental health; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001230579,0.0006828158,0.0007731877,0.001511893,0.00148684,0.002318358,0.001332794,0.001267386,0.00196707],"category_scores_gemma":[0.00377331,0.001025839,0.001893014,0.003278055,0.0006779048,0.001550124,0.001542948,0.002055562,0.0003078252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016927,"about_ca_system_score_gemma":0.001861747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07726416,"about_ca_topic_score_gemma":0.09864399,"domain_scores_codex":[0.9980505,0.000377011,0.0002646923,0.0004736705,0.0002562822,0.0005779101],"domain_scores_gemma":[0.9955713,0.0004470725,0.001862303,0.0003951486,0.0005302549,0.001193857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007645327,0.00005557338,0.9992866,0.000005973488,0.0001465499,0.00007284892,0.00008759921,0.00001152734,0.00003793334,0.000009857749,0.00006070871,0.0001484796],"study_design_scores_gemma":[0.000007389018,0.00008273221,0.9988276,0.000009859483,0.00006273865,0.0001428025,0.0007140893,0.00006761686,0.00001116757,0.000009435208,0.00005639033,0.000008107367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988411,0.0002219826,0.00004568868,0.00005754259,0.00001464318,0.00001139839,0.0005782212,0.000002259011,0.000227247],"genre_scores_gemma":[0.999117,0.0001221387,0.00004814284,0.00004867858,0.00001437265,0.00001119196,0.0005166394,0.000002748453,0.0001191141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07726416,"threshold_uncertainty_score":0.1536289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008205118285260686,"score_gpt":0.2810640562024629,"score_spread":0.2728589379172022,"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."}}