{"id":"W2889819985","doi":"10.1007/s00103-018-2806-z","title":"National public health system responses to diabetes and other important noncommunicable diseases","year":2018,"lang":"en","type":"review","venue":"Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz","topic":"Health and Medical Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Medicine; Public health; Diabetes mellitus; Environmental health; Population; Disease; Health care; Gerontology; Economic growth; Nursing","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.01849289,0.003663826,0.01012341,0.002684954,0.008278712,0.0005246944,0.00333324,0.002902616,0.0005777347],"category_scores_gemma":[0.008533567,0.003035577,0.001590659,0.003769722,0.00148173,0.0008196863,0.003657913,0.005219042,0.004262659],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004565018,"about_ca_system_score_gemma":0.01856937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008984734,"about_ca_topic_score_gemma":0.001004161,"domain_scores_codex":[0.9646478,0.01068983,0.008880082,0.004151026,0.003608226,0.008023009],"domain_scores_gemma":[0.9716938,0.01058904,0.004929164,0.00340884,0.00173178,0.007647434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002559649,0.001129958,0.008666141,0.1515907,0.003903037,0.00008221969,0.004093585,9.000091e-7,0.00000102017,0.02870143,0.332582,0.468993],"study_design_scores_gemma":[0.001784795,0.0009095038,0.00120103,0.03852347,0.0008434202,0.00006345576,0.002255119,0.00003285852,1.990487e-7,0.0002571988,0.9514849,0.002644115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002020247,0.9468542,0.0001374299,0.004561241,0.004111934,0.01150993,0.00517571,0.002112875,0.02533459],"genre_scores_gemma":[0.0005693744,0.9639906,0.00190544,0.01117,0.00660711,0.006369139,0.0009385279,0.001033079,0.007416779],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6189028,"threshold_uncertainty_score":0.999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2486517614118993,"score_gpt":0.4901081166117705,"score_spread":0.2414563551998711,"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."}}