{"id":"W1997720019","doi":"10.4081/gh.2014.10","title":"Mosquito habitat and dengue risk potential in Kenya: alternative methods to traditional risk mapping techniques","year":2014,"lang":"en","type":"article","venue":"Geospatial health","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"George Mason University","keywords":"Dengue fever; Geography; Outbreak; Geospatial analysis; Environmental health; Public health; Population; Habitat; Aedes; Ecology; Cartography; Biology; Virology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006866516,0.0006137739,0.0003200287,0.001786089,0.0003815857,0.0008669441,0.0006056374,0.0003953266,0.001483233],"category_scores_gemma":[0.002868489,0.0003215622,0.0007408645,0.001605769,0.000340432,0.0008975907,0.0007704239,0.0004270161,0.0001559018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001057858,"about_ca_system_score_gemma":0.0007059308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04447666,"about_ca_topic_score_gemma":0.03798961,"domain_scores_codex":[0.9996597,0.0001973118,0.00001776971,0.0000491782,0.0000532643,0.00002278949],"domain_scores_gemma":[0.9993758,0.000426675,0.00009085587,0.00003131489,0.00005818153,0.00001729806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002062174,0.0001424294,0.07315335,0.0001884462,0.0002194501,0.0002589742,0.0005027323,0.7915658,0.00219941,0.01983569,0.0007285089,0.1109989],"study_design_scores_gemma":[0.00001285941,0.00005283205,0.01052481,0.00002476368,0.00002498038,0.00008091467,0.0002242784,0.9839464,0.0004380532,0.003941517,0.0007023026,0.00002612051],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5220745,0.001009025,0.4693403,0.0005294709,0.00003637368,0.0002662887,0.001166853,0.0003329329,0.00524435],"genre_scores_gemma":[0.8912001,0.0003666227,0.1070492,0.00002295624,0.00001295119,0.0001239295,0.0002668924,0.00001875547,0.0009385911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04447666,"threshold_uncertainty_score":0.08843553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843914774274222,"score_gpt":0.3287027867194112,"score_spread":0.310263638976669,"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."}}