{"id":"W2977726799","doi":"","title":"Behavioural interventions for type 2 diabetes: an evidence-based analysis.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Diabetes Management and Education","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Type 2 diabetes; Psychological intervention; Psychology; Diabetes mellitus; Medicine; Psychiatry; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003951444,0.00007421635,0.0001780292,0.0002304018,0.00004281206,0.00004467396,0.00007715185,0.00003100944,0.00006845269],"category_scores_gemma":[0.0002388216,0.00006736323,0.0002491477,0.0005415871,0.0000151853,0.0002193736,0.000005225712,0.00004206616,0.000007489834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005633221,"about_ca_system_score_gemma":0.00001730942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005599924,"about_ca_topic_score_gemma":0.000008937303,"domain_scores_codex":[0.9992653,0.00002006981,0.0001764133,0.0001712626,0.0001100434,0.0002569688],"domain_scores_gemma":[0.9994216,0.00003773298,0.00006186907,0.0002392882,0.0001104765,0.0001290419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000870713,0.0008271066,0.6266459,0.0001326736,0.0003187144,6.381069e-7,0.00004366945,0.00003149968,0.0000341275,0.0001862513,0.007902258,0.3637901],"study_design_scores_gemma":[0.0003454658,0.0002596743,0.9952266,0.00005368561,0.002209323,2.714997e-8,0.00002119126,0.0008528472,0.0001903074,0.0001082693,0.0006591949,0.0000733983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931098,0.0006625296,0.0004063717,0.00404951,0.00026181,0.001060285,0.000002872662,0.00008328737,0.0003635733],"genre_scores_gemma":[0.9956772,0.00001079914,0.0005602734,0.001089752,0.0001236215,0.0006344572,0.0002512823,0.000006645598,0.00164602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3685807,"threshold_uncertainty_score":0.2746993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2147637984750927,"score_gpt":0.3709269404153556,"score_spread":0.1561631419402628,"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."}}