{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03269571,0.000512275,0.001109806,0.008056259,0.0005206009,0.002356678,0.0009451029,0.0007423954,0.001056242],"category_scores_gemma":[0.1241397,0.0005813024,0.001148986,0.006783037,0.0007632207,0.001995673,0.002286213,0.0006604396,0.0001634346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433697,"about_ca_system_score_gemma":0.0009993456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008435953,"about_ca_topic_score_gemma":0.005816363,"domain_scores_codex":[0.9727492,0.0155228,0.00210894,0.001851531,0.007234761,0.0005327125],"domain_scores_gemma":[0.9247568,0.04744328,0.01020468,0.003485822,0.01344047,0.0006689721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006707499,0.00007697214,0.9637436,0.0007854559,0.002789527,0.00005821016,0.003615332,0.0001462087,0.0002333998,0.0003864187,0.000333003,0.02716108],"study_design_scores_gemma":[0.0000582594,0.0003241287,0.9934882,0.0004375197,0.0007364485,0.00034665,0.002356641,0.0005678521,0.0002205133,0.0002999036,0.001124875,0.00003900816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760527,0.01025648,0.006944896,0.0002321409,0.00006937862,0.0003554473,0.002238031,0.00004196365,0.003809019],"genre_scores_gemma":[0.9922274,0.002241049,0.003752192,0.0000463734,0.0000387298,0.0002305368,0.001362716,0.00001649657,0.00008461052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03269571,"threshold_uncertainty_score":0.1729135,"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."}}