{"id":"W1758184195","doi":"10.29173/cjs1776","title":"Prioritizing Illness: Lessons in Self-Managing Multiple Chronic Diseases","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Chronic disease; Context (archaeology); Disease; Sociology of health and illness; Chronic condition; Set (abstract data type); Acute illness; Gerontology; Medicine; Self-management; Psychology; Psychiatry; Health care; Family medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0189133,0.0009732641,0.00103876,0.002215522,0.009014382,0.006283167,0.002594854,0.003601759,0.003326561],"category_scores_gemma":[0.02423316,0.000705493,0.00101752,0.001673804,0.01423856,0.01436942,0.009128505,0.008530107,0.0005431274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008855069,"about_ca_system_score_gemma":0.02128515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0232204,"about_ca_topic_score_gemma":0.05821253,"domain_scores_codex":[0.9925339,0.005005411,0.0002841527,0.0003143809,0.0009719937,0.0008901343],"domain_scores_gemma":[0.9847116,0.008379192,0.000627961,0.0004253355,0.001156566,0.004699124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001442371,0.0008490589,0.01915157,0.001709433,0.0001197237,0.002626512,0.4106607,0.001671924,0.0007020509,0.06241962,0.07075804,0.4291873],"study_design_scores_gemma":[0.0002618449,0.0007240779,0.01169325,0.004438014,0.00009572729,0.003091819,0.504511,0.002784114,0.0007191985,0.2431291,0.2283288,0.0002230969],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1850497,0.03973137,0.04021769,0.6886806,0.004435982,0.0004737924,0.00007857855,0.0002603514,0.04107202],"genre_scores_gemma":[0.8820456,0.045406,0.04040546,0.02403555,0.001730008,0.0004963072,0.00008392746,0.0001202293,0.005676911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9767796,"threshold_uncertainty_score":0.1000243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720773850764775,"score_gpt":0.3080111341783655,"score_spread":0.2808033956707177,"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."}}