{"id":"W2972133782","doi":"10.1016/j.pec.2019.08.038","title":"Self-management across chronic diseases: Targeting education and support needs","year":2019,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Diabetes Management and Education","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"St Mary's Hospital Centre; McGill University; Canadian Arthritis Patient Alliance; McGill University Health Centre","funders":"Uijeongbu St. Mary’s Hospital; Canadian Institutes of Health Research","keywords":"Medicine; Chronic disease; Psychology; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001638155,0.0001501839,0.0001525346,0.0001641708,0.0001482389,0.0001121227,0.00004524256,0.00004046719,0.0001554951],"category_scores_gemma":[0.00001547156,0.0001499329,0.00003321131,0.0002341829,0.00002165068,0.0002359495,0.00003639836,0.00007922379,0.00009659788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535777,"about_ca_system_score_gemma":0.0003140721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009849215,"about_ca_topic_score_gemma":7.746746e-7,"domain_scores_codex":[0.9989667,0.00002020096,0.0002572032,0.0002872229,0.0002144364,0.0002542489],"domain_scores_gemma":[0.9993461,0.00002174241,0.0001229449,0.0002032061,0.000141973,0.0001640099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004136431,0.001823788,0.1606562,0.002469839,0.0001264901,3.732677e-7,0.02768185,0.00001020815,0.0001472055,0.001522749,0.01266791,0.792852],"study_design_scores_gemma":[0.001443467,0.0007225305,0.09288306,0.000812548,0.0005999995,0.00001352879,0.1232703,0.002747452,0.0001497276,0.0005403963,0.7761088,0.0007081913],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841028,0.003827939,0.00003585759,0.0005194474,0.001813419,0.0008403403,0.000002377198,0.00008490118,0.008772956],"genre_scores_gemma":[0.9911037,0.001310405,0.0007984716,0.001222346,0.0002597352,0.0001331906,0.0003029897,0.00002176043,0.004847386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7921439,"threshold_uncertainty_score":0.6114087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003775247265226557,"score_gpt":0.2535484185801841,"score_spread":0.2497731713149576,"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."}}