{"id":"W1963534537","doi":"10.1111/j.1365-2753.2008.01022.x","title":"Complex adaptive chronic care","year":2009,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Diabetes Management and Education","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Disease; Health care; Psychological intervention; Medicine; Chronic care; Chronic disease; Population; Complex adaptive system; Intensive care medicine; Psychology; Nursing; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.005249777,0.0005683549,0.0004894149,0.001173528,0.004178494,0.005270066,0.002293825,0.001959098,0.01785894],"category_scores_gemma":[0.01116929,0.0002624832,0.0008106407,0.001230579,0.008150307,0.004097243,0.009504032,0.00309072,0.001234055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008883547,"about_ca_system_score_gemma":0.01501618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008441315,"about_ca_topic_score_gemma":0.008768563,"domain_scores_codex":[0.9955546,0.002118574,0.0002331031,0.0007740331,0.0005506076,0.000769116],"domain_scores_gemma":[0.9955499,0.001263105,0.0005057145,0.0005503895,0.0007497756,0.001381057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006720034,0.0002439337,0.01300504,0.0006382193,0.00008036571,0.0008074356,0.01437841,0.003540417,0.0003052359,0.810618,0.04259904,0.1137167],"study_design_scores_gemma":[0.0001253686,0.0002063427,0.007145972,0.001051673,0.00004802256,0.001050011,0.01328512,0.007019467,0.0001800234,0.7596988,0.2101365,0.00005269907],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.122316,0.009606296,0.1516326,0.2166354,0.002254645,0.002071077,0.00107064,0.0006050751,0.4938082],"genre_scores_gemma":[0.9109874,0.004577681,0.04716641,0.01253022,0.0007119552,0.001513897,0.000610178,0.00008688333,0.02181544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01785894,"threshold_uncertainty_score":0.06445497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2208813259385482,"score_gpt":0.5448973432462457,"score_spread":0.3240160173076975,"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."}}