{"id":"W6982172815","doi":"","title":"Health behaviour changes after diagnosis of chronic illness among Canadians aged 50 or older","year":2012,"lang":"en","type":"article","venue":"PDXScholar  (Portland State University)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Diabetes mellitus; Population; Alcohol intake; Public health; National Health Interview Survey; Physical activity; Chronic disease; Respiratory illness","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004174817,0.0001702053,0.0002392629,0.001000337,0.001196676,0.0005663402,0.0005391224,0.0005849757,0.002121847],"category_scores_gemma":[0.002136891,0.0001437282,0.000708013,0.002402351,0.0002936636,0.0002908064,0.000335641,0.0007236407,0.0001990223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01058827,"about_ca_system_score_gemma":0.008754755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9881982,"about_ca_topic_score_gemma":0.9891092,"domain_scores_codex":[0.9995492,0.00002895314,0.0000207051,0.00004988895,0.0001494927,0.0002016256],"domain_scores_gemma":[0.999061,0.0000562977,0.0002440232,0.00002230295,0.0003196809,0.0002966914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001239417,0.0000748746,0.9894201,0.00003218891,0.00006387901,0.00006938889,0.0004165798,0.0001269837,0.0001092519,0.0000621084,0.00142432,0.008076342],"study_design_scores_gemma":[0.000003127466,0.00001087163,0.9994086,0.000007345638,0.00001091325,0.00001095062,0.000176204,0.00006968178,0.00000943625,0.000007428464,0.0002825174,0.000003021511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907563,0.00113317,0.00004253629,0.00078453,0.00002678272,0.00002339022,0.004505555,0.000008573621,0.002719118],"genre_scores_gemma":[0.9966184,0.0005833613,0.00005697186,0.0001437954,0.00001046161,0.000006892909,0.001878086,0.000001410208,0.000700622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01180178,"threshold_uncertainty_score":0.07682365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250306209670904,"score_gpt":0.1921954851445756,"score_spread":0.1696924230478666,"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."}}