{"id":"W2034777197","doi":"10.1186/1472-6963-10-111","title":"Prevalence estimates of multimorbidity: a comparative study of two sources","year":2010,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":296,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Pfizer Canada; Pfizer","keywords":"Medicine; Demography; Population; Epidemiology; Comparability; Multimorbidity; Prevalence; Health administration; Public health; Nursing research; Medical diagnosis; Pediatrics; Environmental health; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001669467,0.0001406625,0.0005117302,0.0003378415,0.0001383626,0.000025094,0.0003987406,0.00003828706,0.0004027931],"category_scores_gemma":[0.00004432481,0.0001173742,0.0000490518,0.0005806718,0.0002780253,0.000122478,0.0003002508,0.0004362672,0.00002822968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004979551,"about_ca_system_score_gemma":0.0007590256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005294662,"about_ca_topic_score_gemma":0.003776797,"domain_scores_codex":[0.997138,0.0002955401,0.0005384278,0.0003642954,0.001183696,0.0004800555],"domain_scores_gemma":[0.997717,0.000559906,0.0002233625,0.0007006753,0.0005385639,0.0002604554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005596198,0.003952,0.934983,0.03521271,0.0001206569,0.000009216705,0.02190363,0.0001278862,0.001691621,0.0005753523,0.00007814195,0.0007861935],"study_design_scores_gemma":[0.003855725,0.002202878,0.9304999,0.000853427,0.00005335738,0.00000259961,0.04571018,0.01517761,0.001190722,0.0002228168,0.0001307591,0.0000999925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949949,0.0005654449,0.00001387011,0.00007309017,0.00006601034,0.002398754,0.00001976768,0.00003965119,0.001828487],"genre_scores_gemma":[0.9979666,0.00006422259,0.001604341,0.00003245397,0.00007467424,0.000093114,0.00001421598,0.00001450593,0.0001358276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03435929,"threshold_uncertainty_score":0.8003981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1874072767329134,"score_gpt":0.5330061894016294,"score_spread":0.345598912668716,"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."}}