{"id":"W4387337917","doi":"10.1016/j.cjca.2023.06.190","title":"ABCDESSS TOOL IMPROVES THE EFFECTS OF DIABETES SELF-MANAGEMENT EDUCATION INTERVENIONS IN PEOPLE WITH DIABETES","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Medicine; Diabetes mellitus; Psychological intervention; Diabetes management; Type 2 diabetes; Gerontology; Nursing; Endocrinology","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":[0.002213335,0.0005685379,0.001380538,0.0007928205,0.0004953348,0.001235404,0.0004727539,0.0008344639,0.009330304],"category_scores_gemma":[0.01556663,0.0003086372,0.001486882,0.0005413551,0.0001609916,0.00102966,0.0011062,0.001626079,0.0009268996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006333792,"about_ca_system_score_gemma":0.001509222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009271385,"about_ca_topic_score_gemma":0.01464595,"domain_scores_codex":[0.9979993,0.0007224099,0.0002655667,0.0001926769,0.0006586543,0.0001614485],"domain_scores_gemma":[0.9925594,0.004401234,0.0008126436,0.000238887,0.0008217184,0.001166093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01558533,0.01742611,0.3134888,0.001880648,0.001829916,0.0001465687,0.001052024,0.0006990734,0.0004446824,0.0004728436,0.03153296,0.6154409],"study_design_scores_gemma":[0.00401134,0.008199407,0.9623542,0.001527452,0.002989759,0.0002131975,0.0008342941,0.002381109,0.0006406025,0.0009717309,0.01573443,0.0001424845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659672,0.003959658,0.0006059473,0.003105474,0.0007024226,0.0005258474,0.003977164,0.0003755304,0.02078081],"genre_scores_gemma":[0.9824795,0.002620319,0.005291482,0.001430034,0.0003605376,0.0004680004,0.002402382,0.00003280746,0.004915005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009330304,"threshold_uncertainty_score":0.03121299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00388933743716403,"score_gpt":0.2181567111971789,"score_spread":0.2142673737600149,"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."}}