{"id":"W4405388516","doi":"10.1093/eurpub/ckae193","title":"The different definitions of multimorbidity and their implications for research, surveillance, and policy","year":2024,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Multimorbidity; Health surveillance; Environmental health; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006461548,0.00006686978,0.0001630832,0.0002491764,0.0002316509,0.0001255333,0.00009589046,0.00000725775,0.000005547256],"category_scores_gemma":[0.000732408,0.00003714875,0.000056659,0.0002291095,0.0002374367,0.00007390412,0.00006884649,0.0001934701,7.993119e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009100235,"about_ca_system_score_gemma":0.0007680798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001500647,"about_ca_topic_score_gemma":0.00001988531,"domain_scores_codex":[0.9983545,0.0008065717,0.0003694423,0.0001025221,0.000116728,0.0002502539],"domain_scores_gemma":[0.9984713,0.0007242063,0.0001146644,0.0001663887,0.0002410049,0.0002824001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003384671,0.0002650624,0.004053867,0.001396092,0.0003113617,0.00001198164,0.001515576,0.00000100184,0.0001715109,0.4002933,0.04512713,0.5468193],"study_design_scores_gemma":[0.0009233328,0.0007253017,0.8048682,0.0002154856,0.00001213844,0.0001234357,0.001276079,0.0001750513,0.000002173669,0.007454226,0.1841752,0.00004937646],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.388237,0.02025962,0.0163845,0.5547608,0.0003015701,0.001130125,0.0003459743,0.00005678436,0.01852367],"genre_scores_gemma":[0.9882739,0.01103188,0.0001456751,0.0001470362,0.0002910384,0.000004034465,0.00001008038,0.00001533014,0.00008102415],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8008143,"threshold_uncertainty_score":0.2239456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4006314565562458,"score_gpt":0.4639130141179403,"score_spread":0.06328155756169451,"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."}}