{"id":"W4200048444","doi":"10.1186/s12889-021-12286-3","title":"Risk factors for some tropical diseases in an African country","year":2021,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Medicine; Typhoid fever; Measles; Environmental health; Malaria; Population; Risk factor; Disease; Chickenpox; Epidemiology; Public health; Risk of infection; Immunology; Vaccination; Internal medicine; Virology; Virus; Pathology","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":[0.0002610885,0.0001379705,0.0001211499,0.0004819147,0.000744301,0.0003527741,0.0001121807,0.000178646,0.003376765],"category_scores_gemma":[0.0012759,0.00009972318,0.000155894,0.0009064202,0.0002241405,0.0002924727,0.0003366784,0.0003443758,0.0001597569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002273237,"about_ca_system_score_gemma":0.0007503958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006964175,"about_ca_topic_score_gemma":0.01005245,"domain_scores_codex":[0.9998176,0.00005313201,0.00002523213,0.00002082855,0.00003516248,0.00004812223],"domain_scores_gemma":[0.9993449,0.0001040734,0.000369376,0.00002192545,0.00005656322,0.000103065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001156801,0.00004019551,0.9939704,0.00006983303,0.00001146475,0.0003173324,0.0009442563,0.0000159603,0.0001785957,0.000113224,0.0003160886,0.004011015],"study_design_scores_gemma":[0.00000273808,0.00005757184,0.9920987,0.000133451,0.00001524305,0.001327357,0.004102289,0.00004732818,0.00006965023,0.00009658752,0.002044739,0.000004285581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954875,0.0009581249,0.00008313848,0.0004400279,0.00001314541,0.00003332379,0.000505868,0.000003046685,0.002475812],"genre_scores_gemma":[0.9985837,0.0008263178,0.0001945328,0.00008741271,0.0000129717,0.00001671843,0.0001086119,7.541176e-7,0.0001689271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006964175,"threshold_uncertainty_score":0.01384729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03677913674339587,"score_gpt":0.3320932002044134,"score_spread":0.2953140634610175,"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."}}