{"id":"W7038265960","doi":"","title":"Improving diabetes self-management using low-literacy educational materials and brief counseling","year":2007,"lang":"en","type":"article","venue":"Iowa Research Online (University of Iowa)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Population; Solution focused brief therapy; MEDLINE; Brief psychotherapy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001540545,0.00009175734,0.0001414285,0.0001476175,0.000454116,0.00002568115,0.0002655856,0.00008332696,0.003089333],"category_scores_gemma":[0.00003858949,0.0001070736,0.0000267439,0.0002774985,0.0004354682,0.0003899696,0.0004177252,0.0001685815,0.0001015109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002401064,"about_ca_system_score_gemma":0.0000472756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007964793,"about_ca_topic_score_gemma":0.0003141124,"domain_scores_codex":[0.9986169,0.0001072436,0.0001435461,0.0002929483,0.0004180197,0.0004212936],"domain_scores_gemma":[0.9993873,0.0001766899,0.00008466658,0.0001666351,0.00006310092,0.0001215859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000266105,0.002647041,0.3115773,0.0005361213,0.0001704252,0.0002417074,0.008381683,0.0001554812,0.6226869,0.002780821,0.003220497,0.04733585],"study_design_scores_gemma":[0.002740637,0.0003447976,0.9331326,0.0002409053,0.0001726258,0.00001920956,0.01034663,0.02400696,0.02267347,0.002503936,0.003063686,0.0007545204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982355,0.00002141428,0.0006045107,0.0004326914,0.00007635608,0.0002297871,0.00002036288,0.00001641772,0.0003629464],"genre_scores_gemma":[0.976225,0.00003624885,0.0227922,0.00006142243,0.00004829378,2.797473e-7,0.00002645616,0.00000817535,0.000801919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6215553,"threshold_uncertainty_score":0.997822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033616895683634,"score_gpt":0.298655941209105,"score_spread":0.2783197722522687,"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."}}