{"id":"W2611908731","doi":"10.1111/dme.13374","title":"Alma‐Ata to Berlin: diabetes prevention and treatment to achieve healthy living","year":2017,"lang":"en","type":"letter","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Diabetes mellitus; Gerontology; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007325224,0.0006121435,0.001300072,0.0006904195,0.0002314708,0.0000781241,0.0002961759,0.0003896397,0.0004849563],"category_scores_gemma":[0.0008797572,0.0004843815,0.0001203629,0.0002128055,0.0001351314,0.00009994989,0.000178882,0.0005534759,0.000307455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003384642,"about_ca_system_score_gemma":0.000159198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001103618,"about_ca_topic_score_gemma":0.00002060833,"domain_scores_codex":[0.9967279,0.000125433,0.0006203945,0.0009701658,0.0006411194,0.000914961],"domain_scores_gemma":[0.9971924,0.0003748855,0.0003174676,0.001359073,0.000137503,0.0006186125],"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":[0.00003593402,0.0001515422,0.01110855,0.0009208274,0.0002926441,0.00003695045,0.00109523,3.605814e-7,0.00008056259,0.000008685161,0.8953487,0.09092004],"study_design_scores_gemma":[0.001346274,0.009412515,0.03586295,0.005892819,0.001399925,0.000003727579,0.0001262984,0.00002872098,0.00004531944,0.0001531856,0.9452386,0.0004896669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1893694,0.001106602,0.00003050805,0.7998496,0.001813445,0.002573002,0.00001586635,0.00009450631,0.005147086],"genre_scores_gemma":[0.0412009,0.0005697564,0.0009998209,0.846038,0.01872903,0.000994807,0.001761769,0.0002021566,0.08950379],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1481685,"threshold_uncertainty_score":0.9997608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03931277486271197,"score_gpt":0.326168197616011,"score_spread":0.286855422753299,"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."}}