{"id":"W1988444894","doi":"10.2165/0115677-200816050-00009","title":"Clinical Decision Processes and Patient Engagement in Self-Management","year":2008,"lang":"en","type":"article","venue":"Disease Management & Health Outcomes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Self-management; Health care; Action (physics); Patient education; Disease management; Process management; Pharmacy; Control (management); Knowledge management; Disease; Nursing; Medical education; Computer science; Business","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":[0.01631807,0.0002208305,0.0003129725,0.001091482,0.001680175,0.006644552,0.0007675293,0.002064295,0.006019001],"category_scores_gemma":[0.09627069,0.0002804965,0.0005529133,0.0007214673,0.001994471,0.002654193,0.002746769,0.003409615,0.0005096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001830355,"about_ca_system_score_gemma":0.004311928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001541138,"about_ca_topic_score_gemma":0.00154737,"domain_scores_codex":[0.9703494,0.02457762,0.0008889988,0.0005812154,0.001919241,0.001683504],"domain_scores_gemma":[0.8935297,0.08433937,0.009872641,0.001891487,0.002477166,0.007889673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001844776,0.008897602,0.6671401,0.0002654327,0.0004789237,0.0009607049,0.05151065,0.003064029,0.0008910355,0.04769756,0.005594411,0.2116548],"study_design_scores_gemma":[0.00100432,0.002876438,0.6486757,0.0008881607,0.0003553952,0.002232461,0.07178681,0.02612189,0.001751247,0.2114868,0.0325751,0.0002456387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476076,0.000822323,0.003089403,0.01157622,0.00007411529,0.0001348219,0.00006625961,0.00002760331,0.03660163],"genre_scores_gemma":[0.9981689,0.0001203553,0.000846668,0.0003470534,0.00002268589,0.00003690038,0.00003197759,0.000005791032,0.0004195612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01631807,"threshold_uncertainty_score":0.08629924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03768288050686044,"score_gpt":0.3713287237953669,"score_spread":0.3336458432885064,"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."}}