{"id":"W4224257923","doi":"10.3390/epidemiologia3020015","title":"Prevention and Control Strategies for Non-Communicable Disease: Goldberger, Pellagra and Rose Revisited","year":2022,"lang":"en","type":"review","venue":"Epidemiologia","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Pellagra; Rose (mathematics); Communicable disease; Medicine; Disease control; Environmental health; Mathematics; Public health; Internal medicine; Pathology","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":[0.006154577,0.0005711113,0.003155592,0.0002544668,0.0005641619,0.0002020773,0.0004900024,0.0003688575,0.0001961001],"category_scores_gemma":[0.00514479,0.0004441283,0.0004492434,0.0003620184,0.000188648,0.000518731,0.0006180524,0.0005653869,0.00002877114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007715861,"about_ca_system_score_gemma":0.0001779129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001177175,"about_ca_topic_score_gemma":0.00002324515,"domain_scores_codex":[0.9964087,0.0004443095,0.001416812,0.0007443086,0.0001099564,0.0008759418],"domain_scores_gemma":[0.994155,0.003646003,0.00138722,0.0006380215,0.00007701728,0.00009668535],"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":[0.00006278887,0.00007049992,0.0003581418,0.05286134,0.0002373847,0.000005468723,0.000007072356,0.00004817509,1.724451e-7,0.08206677,0.59218,0.2721022],"study_design_scores_gemma":[0.0004035598,0.00004093104,0.0002482711,0.001253969,0.0006620755,0.000004524369,0.00006986286,0.002248876,4.351123e-10,0.01210204,0.9825629,0.0004029911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004155784,0.9915054,0.0005570478,0.003405415,0.0003724692,0.002304683,0.0001304787,0.0001289108,0.001554044],"genre_scores_gemma":[0.0001078538,0.9872698,0.0002259704,0.009411074,0.0009039954,0.0007897917,0.0009757656,0.00005499348,0.0002608261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3903829,"threshold_uncertainty_score":0.999801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0967839491951646,"score_gpt":0.3792389391352277,"score_spread":0.2824549899400631,"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."}}