{"id":"W2132738522","doi":"10.1016/s1499-2671(11)51004-4","title":"Diabetes Self-Management Education: More is Better","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Intensive care medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01269247,0.0008129873,0.002292734,0.002429364,0.003877099,0.01080094,0.001730064,0.007486425,0.05287333],"category_scores_gemma":[0.02880116,0.0004908045,0.001703323,0.002214415,0.004972552,0.01183067,0.004551633,0.01391593,0.003891588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01273323,"about_ca_system_score_gemma":0.02608199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07216492,"about_ca_topic_score_gemma":0.09851022,"domain_scores_codex":[0.9909457,0.003157426,0.0005859627,0.0008012934,0.003071241,0.001438358],"domain_scores_gemma":[0.9674433,0.008190453,0.002203109,0.00104386,0.007374997,0.01374422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002600398,0.001039204,0.00601548,0.002378313,0.0001825234,0.0001913189,0.001514498,0.0001108808,0.0002396927,0.01490254,0.4913737,0.4817917],"study_design_scores_gemma":[0.0007452532,0.0003454406,0.03903978,0.01611886,0.000552971,0.0006912724,0.006770517,0.0002401191,0.0003836796,0.05533522,0.8795596,0.0002172807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002854088,0.05516558,0.0003999149,0.9127026,0.01209686,0.00002075418,0.0001453551,0.0001129656,0.01650184],"genre_scores_gemma":[0.1116325,0.1375534,0.004365553,0.6907642,0.03328374,0.0001450005,0.0005467811,0.0001713963,0.02153743],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07216492,"threshold_uncertainty_score":0.1768789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319280354322818,"score_gpt":0.2259624672468428,"score_spread":0.2127696637036146,"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."}}