{"id":"W4281400894","doi":"10.1101/2022.05.18.22275276","title":"LONG-LASTING INSECTICIDE NETS OWNERSHIP AND MALARIA MORBIDITY IN KRACHI EAST MUNICIPALITY, GHANA","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Malaria Research and Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Malaria; Environmental health; Indoor residual spraying; Cluster sampling; Bed nets; Socioeconomics; Geography; Outreach; Cluster (spacecraft); Distribution (mathematics); Medicine; Demography; Economic growth; Population; Plasmodium falciparum","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":[0.0002017236,0.0002358417,0.0001931189,0.0005475474,0.0005501101,0.0004105105,0.0002346975,0.0002955373,0.003325869],"category_scores_gemma":[0.0007038333,0.0002458254,0.0001603717,0.00118401,0.0003758739,0.0004744425,0.0003543423,0.0003592358,0.0002476143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000827561,"about_ca_system_score_gemma":0.000707012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05614727,"about_ca_topic_score_gemma":0.08700643,"domain_scores_codex":[0.9998641,0.00004107587,0.0000146272,0.00002047722,0.00001242147,0.00004729288],"domain_scores_gemma":[0.9995177,0.00005838981,0.0002256556,0.00001166879,0.00004542583,0.0001412293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005141203,0.00005811901,0.9960717,0.00004736158,0.0000136516,0.0006583339,0.001105177,0.00003561541,0.0002183019,0.00003133794,0.0003316861,0.001377427],"study_design_scores_gemma":[0.00000583434,0.0000884598,0.9929135,0.00005307075,0.00001382636,0.0004248568,0.005869743,0.00007171863,0.00003774044,0.00002065128,0.0004965094,0.000004054895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988987,0.0002634092,0.00001182568,0.0001526431,0.000003676619,0.000009969394,0.0002963669,0.000001545576,0.0003618021],"genre_scores_gemma":[0.9994634,0.0001771146,0.00002688839,0.000022221,0.000004198565,0.000009640205,0.0001205081,8.310832e-7,0.0001752043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05614727,"threshold_uncertainty_score":0.1116409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07494580481622205,"score_gpt":0.329118129419649,"score_spread":0.254172324603427,"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."}}