{"id":"W2560767857","doi":"10.15621/ijphy/2016/v3i6/124726","title":"Unmet Needs Reported by Adults with Chronic Conditions:An Analysis of Data from the Canadian Community Health Survey","year":2016,"lang":"en","type":"article","venue":"International Journal of Physiotherapy","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Logistic regression; Gerontology; Community health; Population; Health care; Multivariate analysis; Quality of life (healthcare); Descriptive statistics; Imputation (statistics); Independent living; Activities of daily living; Chronic condition; Public health; Missing data; Environmental health; Nursing; Physical therapy; 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":[0.002073695,0.0003752427,0.0005886593,0.003884888,0.00180781,0.00100381,0.001435315,0.0005035508,0.0012822],"category_scores_gemma":[0.006157522,0.0003919188,0.0009037701,0.01227677,0.0004591908,0.0004632843,0.001263112,0.0006900053,0.0001938546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0174959,"about_ca_system_score_gemma":0.02273738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9888538,"about_ca_topic_score_gemma":0.9936764,"domain_scores_codex":[0.9975082,0.0002200764,0.0002978046,0.0002341372,0.001360341,0.0003794639],"domain_scores_gemma":[0.9949822,0.0003536233,0.0009425867,0.0001906204,0.002774172,0.0007568515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004000047,0.0000252877,0.9947848,0.00009442759,0.00007279534,0.00002680288,0.0004873543,0.00008620472,0.00003360907,0.00004005013,0.001872551,0.00243614],"study_design_scores_gemma":[0.000003197207,0.000008629265,0.9988168,0.0000212059,0.0000114075,0.00001156726,0.0004559099,0.0001147869,0.000009516066,0.000005546804,0.0005362316,0.000005039703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.927605,0.001226916,0.0001625921,0.0005336027,0.00001945311,0.0002577784,0.06719499,0.00002128161,0.002978342],"genre_scores_gemma":[0.963855,0.0009408786,0.0005892862,0.0001938832,0.0000123813,0.0002284402,0.03351668,0.00000885529,0.0006546191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0174959,"threshold_uncertainty_score":0.1269422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07223443940177222,"score_gpt":0.4176090591778536,"score_spread":0.3453746197760814,"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."}}