{"id":"W2901963606","doi":"10.12927/hcq.2018.25629","title":"How Canada Compares: Engagement of Seniors in Chronic Condition Management in 11 Countries","year":2018,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"Commonwealth Fund; U.S. Department of Health and Human Services","keywords":"Feeling; Multiple Chronic Conditions; Medicine; Health care; Chronic condition; Chronic disease; Nursing; Gerontology; Family medicine; Psychology; Political science; Social psychology; Disease","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":[0.002089349,0.000381521,0.0007517862,0.003506518,0.01541319,0.006305057,0.001315095,0.0009918748,0.006251456],"category_scores_gemma":[0.007118961,0.0003246651,0.0007517056,0.008236577,0.002535894,0.001847659,0.004944428,0.001993515,0.0004177167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07480515,"about_ca_system_score_gemma":0.1040234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958351,"about_ca_topic_score_gemma":0.9976083,"domain_scores_codex":[0.9943449,0.0005237533,0.0002319456,0.000313476,0.001500287,0.00308557],"domain_scores_gemma":[0.9910764,0.0003302737,0.0005689348,0.0001197843,0.003861104,0.004043498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006545089,0.0001708776,0.7023802,0.0006244594,0.0002900197,0.001387434,0.1043959,0.0004674358,0.0004556207,0.01076899,0.08222697,0.09617759],"study_design_scores_gemma":[0.00004199728,0.0001225806,0.718917,0.00063248,0.0001182713,0.0002848259,0.2113441,0.0002464344,0.0001337512,0.0004555969,0.06754805,0.0001548756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8756116,0.005350385,0.0002812333,0.02646397,0.000708046,0.0001419868,0.007004397,0.00005464376,0.08438384],"genre_scores_gemma":[0.9870616,0.002454817,0.0002707094,0.003206153,0.00004936524,0.00004016892,0.001918904,0.00003042989,0.004967824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07480515,"threshold_uncertainty_score":0.5427519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752635328478622,"score_gpt":0.3261639429948094,"score_spread":0.2986375897100232,"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."}}