{"id":"W2134732978","doi":"10.1016/s1499-2671(09)33051-8","title":"Organizing a strategic public health approach to addressing diabetes during disasters","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Preparedness; Disaster preparedness; Population; Scale (ratio); Medical emergency; Health care; Public health; Emergency management; Environmental health; Public relations; Economic growth; Nursing; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00137938,0.0002278207,0.0004939931,0.0008646302,0.0009285389,0.0001742332,0.0004732493,0.00008829067,0.0001111862],"category_scores_gemma":[0.0002434096,0.0002046382,0.0001037223,0.0005959826,0.00004602615,0.0004138906,0.00003833077,0.0005408729,0.00005765634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00061868,"about_ca_system_score_gemma":0.002295835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001233647,"about_ca_topic_score_gemma":0.001069052,"domain_scores_codex":[0.9966284,0.00050597,0.0008086356,0.0002364336,0.0002696371,0.001550903],"domain_scores_gemma":[0.9967312,0.00009696998,0.0004597878,0.0002865957,0.0001917679,0.00223374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006619051,0.000857248,0.5535029,0.004518407,0.001323334,0.0001399564,0.2450579,0.0005388631,0.0106738,0.0324957,0.07149681,0.07932892],"study_design_scores_gemma":[0.006035656,0.002449122,0.7254471,0.007652999,0.0001976683,0.000009965854,0.1811404,0.000318912,0.0003580872,0.00604613,0.0681338,0.002210142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748228,0.0007527755,0.00007373976,0.007938195,0.0004508716,0.0004266728,0.00001451892,0.00002670714,0.01549373],"genre_scores_gemma":[0.9899629,0.000004198972,0.0007243169,0.00840323,0.0003594593,0.00001093474,0.000006782396,0.00003518227,0.0004929322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1719443,"threshold_uncertainty_score":0.8344902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1402435301069828,"score_gpt":0.3510278687821522,"score_spread":0.2107843386751694,"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."}}