{"id":"W2324107149","doi":"10.2105/ajph.2011.300352","title":"The Prevention of Global Chronic Disease and Academia: Another Key Area?","year":2011,"lang":"en","type":"letter","venue":"American Journal of Public Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Uniformed Services University of the Health Sciences","keywords":"Magic bullet; Psychological intervention; Causation; Allostatic load; Population; Complex adaptive system; Public health; Medicine; Public relations; Gerontology; Political science; Computer science; Environmental health; Law; Bioinformatics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02854378,0.00155248,0.003070882,0.00430801,0.008474907,0.02537555,0.003700935,0.02447847,0.01518715],"category_scores_gemma":[0.04457067,0.0008367395,0.001367397,0.004566075,0.03061277,0.05768155,0.01576793,0.04006832,0.003045243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01134849,"about_ca_system_score_gemma":0.02986488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007166452,"about_ca_topic_score_gemma":0.01049622,"domain_scores_codex":[0.9855333,0.007463337,0.0006943187,0.001429215,0.003265799,0.001614041],"domain_scores_gemma":[0.9416371,0.03419981,0.003367958,0.003145047,0.007274824,0.01037525],"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":[0.0001260624,0.0001804491,0.00187097,0.001942124,0.0001120531,0.0002175371,0.005096129,0.0001145013,0.0001068994,0.3321861,0.5346291,0.123418],"study_design_scores_gemma":[0.00009473738,0.00008943349,0.001494602,0.006494618,0.0000681276,0.0002405705,0.009278285,0.000149183,0.0001429124,0.1951148,0.786747,0.00008571175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002275951,0.0406285,0.0003066005,0.946251,0.01113124,0.000006547456,0.00002275759,0.00001171791,0.001413936],"genre_scores_gemma":[0.02797053,0.1263556,0.001585284,0.7603023,0.0798813,0.00009383001,0.00009763096,0.00008199881,0.003631484],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02854378,"threshold_uncertainty_score":0.1509558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0888761863302699,"score_gpt":0.3469256826698788,"score_spread":0.2580494963396089,"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."}}