{"id":"W1649438990","doi":"10.1186/1475-2875-4-12","title":"Malaria and urbanization in sub-Saharan Africa","year":2005,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre; Department for International Development; Government of the United Kingdom; United States Agency for International Development","keywords":"Malaria; Public health; Urbanization; Tropical medicine; Geography; Economic growth; Environmental health; Socioeconomics; Environmental protection; Medicine; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007511851,0.0001277391,0.0002475871,0.0002845141,0.0001058428,0.000123647,0.0000908201,0.000116391,0.001137963],"category_scores_gemma":[0.0003151369,0.0001065635,0.00005552537,0.0002443302,0.00003897063,0.0002314537,0.00003767684,0.0006567236,0.00008208608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042962,"about_ca_system_score_gemma":0.0001599232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008955408,"about_ca_topic_score_gemma":0.00003349238,"domain_scores_codex":[0.9986023,0.0001097308,0.0003282866,0.0001771907,0.0003661511,0.0004163604],"domain_scores_gemma":[0.99926,0.00004575099,0.00007220173,0.0001481331,0.0001292317,0.0003446535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01322488,0.002880726,0.1968886,0.0003678272,0.0009429127,0.006535507,0.00282853,0.0003971751,0.200165,0.07321704,0.1811911,0.3213607],"study_design_scores_gemma":[0.01128654,0.0006875957,0.8432642,0.0001862158,0.0001054835,0.003580139,0.00006354186,0.01021625,0.0009277136,0.001053316,0.1283509,0.0002781105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6495191,0.02739434,0.008432155,0.2695224,0.0006359082,0.002052868,0.00002058913,0.0001505001,0.04227211],"genre_scores_gemma":[0.9953563,0.0008257306,0.001276531,0.0003543807,0.0007122087,0.000009395229,0.000005769499,0.00002082218,0.001438831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6463757,"threshold_uncertainty_score":0.9997751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337638985304511,"score_gpt":0.252003394218845,"score_spread":0.2386270043657999,"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."}}