{"id":"W4402745221","doi":"10.1101/2024.09.20.24314043","title":"Gaps and Opportunities for Data Systems and Economics to Support Priority Setting for Climate-Sensitive Infectious Diseases in Sub-Saharan Africa: A Rapid Scoping Review","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Environmental resource management; Climate change; Business; Environmental planning; Natural resource economics; Geography; Public economics; Economics; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06602053,0.001345078,0.0043614,0.03848359,0.001872089,0.01215096,0.002588363,0.00418146,0.004910594],"category_scores_gemma":[0.235021,0.001475533,0.005001034,0.03440019,0.002838447,0.01639214,0.005984606,0.004789443,0.0006737512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01503025,"about_ca_system_score_gemma":0.05789654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01304948,"about_ca_topic_score_gemma":0.02242194,"domain_scores_codex":[0.9586605,0.02148684,0.01129966,0.001497967,0.005875147,0.001179897],"domain_scores_gemma":[0.6049311,0.3430471,0.01952282,0.004182348,0.02682828,0.001488333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001094279,0.00007587609,0.001903669,0.6304229,0.001872465,0.000267569,0.003026203,0.001040111,0.0003126556,0.01690222,0.009298711,0.3347682],"study_design_scores_gemma":[0.00002534885,0.00006107568,0.001933109,0.9299555,0.002106701,0.0001159494,0.002717553,0.0003481509,0.0001292944,0.004517485,0.05805597,0.00003384148],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00162113,0.9792312,0.001494393,0.01344237,0.0006291859,0.0007115051,0.0005153971,0.00002173376,0.002332985],"genre_scores_gemma":[0.01596781,0.9747159,0.005431804,0.002174646,0.0002885557,0.0009529372,0.0003087312,0.00001403725,0.0001455945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06602053,"threshold_uncertainty_score":0.3491541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3929520415182947,"score_gpt":0.4342412960001015,"score_spread":0.04128925448180687,"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."}}