{"id":"W2027274881","doi":"10.1371/journal.pmed.1000303","title":"Ecology: A Prerequisite for Malaria Elimination and Eradication","year":2010,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Malaria Research and Control","field":"Medicine","cited_by":406,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"Biotechnology and Biological Sciences Research Council; Wellcome Trust; Bill and Melinda Gates Foundation","keywords":"Malaria; Ecology; Disease Eradication; Pessimism; Global health; Term (time); Public health; Biology; Medicine; Immunology; Disease; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0007427043,0.0003124106,0.001703263,0.0004102801,0.00008780118,0.00001425349,0.0001408199,0.0005690256,0.0004286464],"category_scores_gemma":[0.002818132,0.0002070508,0.000149857,0.0001835324,0.0001882391,0.00005269263,0.00004135759,0.0007598826,0.00003291613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008336519,"about_ca_system_score_gemma":0.0003622728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006680052,"about_ca_topic_score_gemma":0.00001065673,"domain_scores_codex":[0.9981302,0.0001025103,0.0005605656,0.000471839,0.0003750059,0.0003598886],"domain_scores_gemma":[0.9979306,0.0007179466,0.0002945102,0.0004459808,0.0002709877,0.0003399028],"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":[0.0001125772,0.0001134219,0.00000961205,0.02258887,0.0003232161,0.00001562119,0.00004630407,2.377483e-9,0.00007844197,0.007369437,0.001984751,0.9673578],"study_design_scores_gemma":[0.002746617,0.001239432,0.0006410249,0.008548251,0.004305531,0.000158118,0.000008366727,0.0002158928,0.000002785195,0.000299481,0.9816632,0.0001712456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007610868,0.9755297,0.0002771183,0.01727334,0.0002056414,0.005150533,0.00003495092,0.00006047926,0.001460622],"genre_scores_gemma":[0.0001722007,0.9922587,0.0007650157,0.0003398275,0.00169054,0.001548969,0.0008553914,0.00005898985,0.002310415],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9796785,"threshold_uncertainty_score":0.8443285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06162295013478986,"score_gpt":0.3789632690765439,"score_spread":0.317340318941754,"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."}}