{"id":"W2067603777","doi":"10.1186/s12877-015-0001-8","title":"Estimating multiple morbidity disease burden among older persons: a convergent construct validity study to discriminate among six chronic illness measures, CCHS 2008/09","year":2015,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; McMaster Divinity College; Université de Sherbrooke; Simon Fraser University","funders":"","keywords":"Medicine; Quality of life (healthcare); Construct validity; Gerontology; Convergent validity; Activities of daily living; Scale (ratio); Multimorbidity; Health care; Psychometrics; Clinical psychology; Comorbidity; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007727048,0.000441918,0.0005008345,0.001671583,0.001501179,0.0009182387,0.0009112434,0.0006356648,0.0009387428],"category_scores_gemma":[0.01720195,0.0003497484,0.00111587,0.001838288,0.0006800493,0.0006380344,0.001565276,0.0009784927,0.0002493564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003967173,"about_ca_system_score_gemma":0.004764852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1606922,"about_ca_topic_score_gemma":0.2842162,"domain_scores_codex":[0.9966317,0.0006393094,0.0003664188,0.0003172594,0.001772295,0.0002730938],"domain_scores_gemma":[0.9887072,0.002701928,0.001940118,0.0008645889,0.004960936,0.0008252196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004883316,0.0001353897,0.9941419,0.00002445936,0.0000789027,0.00001127752,0.0006232204,0.0001182521,0.00007609253,0.00005599027,0.0004666899,0.004218909],"study_design_scores_gemma":[0.00001134045,0.00006239831,0.9986173,0.00001439572,0.00001484227,0.00001404727,0.0004492438,0.0003230984,0.00004879158,0.00001969609,0.0004200389,0.000004798475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956123,0.0001124362,0.0003729821,0.0001590161,0.00002254894,0.0004394204,0.001725233,0.00001004433,0.001546045],"genre_scores_gemma":[0.9925787,0.0001521899,0.002070408,0.0001272732,0.00002033432,0.0007358975,0.003770491,0.00000824675,0.0005364805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8393078,"threshold_uncertainty_score":0.3195137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08561583957604639,"score_gpt":0.3211178437091094,"score_spread":0.235502004133063,"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."}}