{"id":"W2098635477","doi":"10.1071/ah11100","title":"Chronic disease management: does the disease affect likelihood of care planning?","year":2012,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Diabetes Management and Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Medical Research Council; National Health and Medical Research Council; University of South Australia; Australian Research Council; AGE-WELL","keywords":"Medicine; Veterans Affairs; Disease management; Population health; Health care; Comorbidity; Socioeconomic status; Diabetes mellitus; Disease; Population; Family medicine; Chronic disease; Cohort; Chronic care; Cohort study; Public health; Chronic condition; Gerontology; Environmental health; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00264721,0.0002342823,0.0006004528,0.0006586208,0.0006280389,0.001721284,0.0006366285,0.001056289,0.006391451],"category_scores_gemma":[0.02083248,0.0002819359,0.0007714814,0.001430617,0.0006190661,0.00160274,0.001056512,0.001652391,0.0003257263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007222422,"about_ca_system_score_gemma":0.001025479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008669451,"about_ca_topic_score_gemma":0.01166307,"domain_scores_codex":[0.997524,0.001088123,0.0002801907,0.0003028717,0.000493711,0.0003111383],"domain_scores_gemma":[0.9878502,0.004550468,0.005087689,0.0002140833,0.0006381854,0.00165935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004498415,0.0000753799,0.9935358,0.00004595273,0.00009152058,0.00004710626,0.0001466123,0.0000394876,0.0000141552,0.00009007024,0.0005272875,0.00534173],"study_design_scores_gemma":[0.00001021478,0.00008382322,0.9974772,0.0001615901,0.00006960245,0.0002186404,0.0007267732,0.00033413,0.00001491697,0.0002163053,0.0006772153,0.000009520621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650339,0.008718798,0.0003771751,0.01686345,0.0001530952,0.00006383973,0.001152243,0.000009134259,0.007628267],"genre_scores_gemma":[0.9978107,0.001046629,0.0001636688,0.0003768891,0.0001452826,0.00001155069,0.0002779452,0.000002795556,0.0001646778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008669451,"threshold_uncertainty_score":0.0213815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04219562288422393,"score_gpt":0.3888892868978269,"score_spread":0.3466936640136029,"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."}}