{"id":"W4388531923","doi":"10.1186/s12877-023-04267-5","title":"Prevalence and patterns of multimorbidity among linguistic groups of patients receiving home care in Ontario: a retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton; Bruyère; Ottawa Hospital; University of Manitoba; Institut du Savoir Montfort; University of Ottawa; Montfort Hospital","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Multimorbidity; Logistic regression; Cohort; Health care; Danish; Cohort study; Population; Retrospective cohort study; Demography; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0005896484,0.0003405709,0.0004186732,0.001152509,0.001961627,0.0008989636,0.0008978281,0.0003789392,0.001175717],"category_scores_gemma":[0.001518177,0.0005152254,0.0006199394,0.003025813,0.00055347,0.0004117794,0.0009241377,0.0004270211,0.0001884238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01094982,"about_ca_system_score_gemma":0.009370079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9450711,"about_ca_topic_score_gemma":0.9652705,"domain_scores_codex":[0.9992084,0.00005780211,0.00007850485,0.0001735969,0.0002316419,0.0002501199],"domain_scores_gemma":[0.9984642,0.00005987617,0.0005734984,0.00009676061,0.0004710942,0.0003345637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001945159,0.000008276863,0.9989743,0.000011203,0.00002080041,0.00003809188,0.0003443517,0.000009195222,0.00006229104,0.000007385158,0.0001624052,0.0003421873],"study_design_scores_gemma":[0.000002705093,0.00001229254,0.9991893,0.00001056267,0.00001012667,0.00003989903,0.0005049703,0.00003895957,0.00001051498,0.000004004425,0.0001735394,0.000003202547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960341,0.0001981672,0.00007139272,0.00007915126,0.000003748807,0.00005508548,0.00286858,0.000004910591,0.0006848719],"genre_scores_gemma":[0.9981426,0.0001563501,0.00009578466,0.00005979789,0.000003132316,0.00003800274,0.0012373,0.000002000465,0.0002649592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0549289,"threshold_uncertainty_score":0.1105047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276474939466473,"score_gpt":0.279699358612113,"score_spread":0.2569346092174483,"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."}}