{"id":"W2003582558","doi":"10.1017/s1041610202008074","title":"Use of the Chronic Disease Score to Measure Comorbidity in the Canadian Study of Health and Aging","year":2001,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Comorbidity; Measure (data warehouse); Chronic disease; Epidemiology; Medicine; Disease; Gerontology; Psychiatry; Intensive care medicine; Data mining; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003651315,0.00007933352,0.0001284801,0.0002033203,0.00005538719,0.00003393337,0.000234751,0.00001448582,0.00003101813],"category_scores_gemma":[0.0001546943,0.00005334575,0.00003874498,0.0004182765,0.00003936731,0.00006377132,0.00004646701,0.00009777027,0.000001107584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003144386,"about_ca_system_score_gemma":0.0005737335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05210236,"about_ca_topic_score_gemma":0.1992304,"domain_scores_codex":[0.9988568,0.00008680335,0.0002679517,0.0001628512,0.0004911172,0.0001344246],"domain_scores_gemma":[0.9993085,0.00004379907,0.0001112772,0.0003100228,0.00009466517,0.0001317809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001243408,0.0004790487,0.9872007,0.00008037472,0.00006568893,0.00002415573,0.00116714,0.0003956979,0.000005989175,0.001093631,0.004497829,0.004865401],"study_design_scores_gemma":[0.0009518633,0.0001250947,0.9880955,0.0001146949,0.00003275479,0.000003522531,0.0008021203,0.0001575787,4.845551e-7,0.0001321615,0.009537771,0.00004649874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809157,0.0004193652,0.00001798383,0.0165425,0.0003360958,0.0009039185,0.00003134476,0.000005364483,0.0008277532],"genre_scores_gemma":[0.9987153,0.0001155384,0.00001182222,0.0009397098,0.00009018413,0.00001628915,0.000011411,0.000006967677,0.00009270815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.147128,"threshold_uncertainty_score":0.9542098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153403558853439,"score_gpt":0.3736182400611326,"score_spread":0.2582778841757887,"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."}}